This is the analysis script to prepare the data to run analyses for the project “Anxiety, depression and trauma symptom change during the COVID-19 pandemic: retrospective versus objective assessment” - Young et al (2020)
Script written by K L Purves, K N Thompson, C Huebel and M Davies.
Email: kirstin.purves@kcl.ac.uk, katie.thompson@kcl.ac.uk, christopher.1.huebel@kcl.ac.uk, molly.davies@kcl.ac.uk
#Set up
Clear global environment
Retrieve the current date to use it for file endings to not overwrite files when one exports files
#Packages
Install packages (if they are not available in your version of R)
Load packages
R functions
Half-violin plot
Colour palettes
Define colours for plotting this are the standard coping colours
Choose in this chunk which palette to use
04.07.2020 - Default to 2 colour COPING palette
ggplot theme
Set up ggplot theme for the plots
Function for split violin plot
Data import
Source data file paths
Read in data
[1] 31884 641
[1] "Sample" "ID"
[3] "startDate.prepandemic" "Age_uncleaned"
[5] "Gender_unc" "Sex"
[7] "EduYrs" "demographics.college_or_university_degree"
[9] "demographics.a_levelsas_levels_or_equivalent" "demographics.o_levelsgcses_or_equivalent"
[11] "demographics.cses_or_equivalent" "demographics.nvq_or_hnd_or_hnc_or_equivalent"
[13] "Ethnicity_unc" "Gender_numeric"
[15] "Sex_numeric" "demographics.college_or_university_degree_numeric"
[17] "demographics.a_levelsas_levels_or_equivalent_numeric" "demographics.o_levelsgcses_or_equivalent_numeric"
[19] "demographics.cses_or_equivalent_numeric" "demographics.nvq_or_hnd_or_hnc_or_equivalent_numeric"
[21] "Ethnicity_numeric" "Gender"
[23] "Ethnicity" "Age"
[25] "age_category_numeric" "age_category"
[27] "highest_education_prepan_numeric" "highest_education_prepan"
[29] "employment.phd" "employment.masters_degree_or_equivalent"
[31] "employment.postgraduate_degree_or_equivalent" "employment.bachelors_degree_or_equivalent"
[33] "employment.a_levelsas_levels_or_equivalent" "employment.o_levelsgcses_or_equivalent"
[35] "employment.cses_or_equivalent" "employment.nvq_or_hnd_or_hnc_or_equivalent"
[37] "employment.government_work_key_workers" "employment.unemployed"
[39] "employment.zerohours_contract" "employment.stayathome_parent_or_carer"
[41] "employment.retired" "employment.student_gcse_or_a_level"
[43] "employment.student_university" "employment.became_unemployed"
[45] "employment.furloughed_or_paid_leave_government_funded" "employment.furloughed_or_paid_leave_company_funded"
[47] "employment.paid_leave_furloughed" "employment.fulltime_employed"
[49] "employment.parttime_employed" "employment.selfemployed"
[51] "employment.contract_or_freelance_work" "employment.small_business_owner"
[53] "employment.receiving_state_income" "employment.my_employment_status_has_not_changed"
[55] "employment.reduction_in_hours" "employment.reduction_in_salary"
[57] "employment.benefits_increased" "employment.benefits_decreased"
[59] "employment.became_employed" "employment.increased_hours"
[61] "employment.increased_salary" "employment.phd_numeric"
[63] "employment.masters_degree_or_equivalent_numeric" "employment.postgraduate_degree_or_equivalent_numeric"
[65] "employment.bachelors_degree_or_equivalent_numeric" "employment.a_levelsas_levels_or_equivalent_numeric"
[67] "employment.o_levelsgcses_or_equivalent_numeric" "employment.cses_or_equivalent_numeric"
[69] "employment.nvq_or_hnd_or_hnc_or_equivalent_numeric" "employment.government_work_key_workers_numeric"
[71] "employment.unemployed_numeric" "employment.zerohours_contract_numeric"
[73] "employment.stayathome_parent_or_carer_numeric" "employment.retired_numeric"
[75] "employment.student_gcse_or_a_level_numeric" "employment.student_university_numeric"
[77] "employment.became_unemployed_numeric" "employment.furloughed_or_paid_leave_government_funded_numeric"
[79] "employment.furloughed_or_paid_leave_company_funded_numeric" "employment.paid_leave_furloughed_numeric"
[81] "employment.fulltime_employed_numeric" "employment.parttime_employed_numeric"
[83] "employment.selfemployed_numeric" "employment.contract_or_freelance_work_numeric"
[85] "employment.small_business_owner_numeric" "employment.receiving_state_income_numeric"
[87] "employment.my_employment_status_has_not_changed_numeric" "employment.reduction_in_hours_numeric"
[89] "employment.reduction_in_salary_numeric" "employment.benefits_increased_numeric"
[91] "employment.benefits_decreased_numeric" "employment.became_employed_numeric"
[93] "employment.increased_hours_numeric" "employment.increased_salary_numeric"
[95] "highest_education_numeric" "highest_education"
[97] "employment_prior_covid_numeric" "employment_prior_covid"
[99] "employment_change_numeric" "employment_change"
[101] "key_worker_numeric" "key_worker"
[103] "anxiety_disorders_numeric" "anxiety_disorders"
[105] "mhd.specific_phobia_e.g._phobia_of_flying_numeric" "mhd.specific_phobia_e.g._phobia_of_flying"
[107] "mhd.social_anxiety_or_social_phobia_numeric" "mhd.social_anxiety_or_social_phobia"
[109] "agoraphobia_panic_disorder_numeric" "agoraphobia_panic_disorder"
[111] "depressive_disorders_numeric" "depressive_disorders"
[113] "eating_disorders_numeric" "eating_disorders"
[115] "obsessive_compulsive_disorders_numeric" "obsessive_compulsive_disorders"
[117] "psychotic_disorders_numeric" "psychotic_disorders"
[119] "mhd.mania_hypomania_bipolar_or_manicdepression_numeric" "mhd.mania_hypomania_bipolar_or_manicdepression"
[121] "mhd.posttraumatic_stress_disorder_ptsd_numeric" "mhd.posttraumatic_stress_disorder_ptsd"
[123] "autism_spectrum_disorder_numeric" "autism_spectrum_disorder"
[125] "mhd.attention_deficit_hyperactivity_disorder_numeric" "mhd.attention_deficit_hyperactivity_disorder"
[127] "mhd.personality_disorder_numeric" "mhd.personality_disorder"
[129] "personality_cluster_a_numeric" "personality_cluster_a"
[131] "personality_cluster_b_numeric" "personality_cluster_b"
[133] "personality_cluster_c_numeric" "personality_cluster_c"
[135] "depression_and_anxiety_numeric" "depression_and_anxiety"
[137] "restricting_vs_binge_eating_eating_disorders_numeric" "restricting_vs_binge_eating_eating_disorders"
[139] "bipolar_and_schizophrenia_numeric" "bipolar_and_schizophrenia"
[141] "control_numeric" "control"
[143] "disorders_total_count" "comorbidity_total_count_numeric"
[145] "comorbidity_total_count_factor_numeric" "comorbidity_total_count_factor"
[147] "mhd.none_of_the_above" "mhd.none_of_the_above.1"
[149] "gad.feeling_nervous_anxious_or_on_edge_prepan" "gad.control_worrying_stop_prepan"
[151] "gad.worrying_too_much_about_different_things_prepan" "gad.trouble_relaxing_prepan"
[153] "gad.sit_restless_hard_prepan" "gad.becoming_easily_annoyed_or_irritable_prepan"
[155] "gad.awful_feeling_afraid_happen_prepan" "gad.feeling_nervous_anxious_or_on_edge_prepan_numeric"
[157] "gad.control_worrying_stop_prepan_numeric" "gad.worrying_too_much_about_different_things_prepan_numeric"
[159] "gad.trouble_relaxing_prepan_numeric" "gad.sit_restless_hard_prepan_numeric"
[161] "gad.becoming_easily_annoyed_or_irritable_prepan_numeric" "gad.awful_feeling_afraid_happen_prepan_numeric"
[163] "gad.sum_score_prepan_raw" "na_per_person_gad_prepan"
[165] "gad.sum_score_prepan" "pcl.stressful_experience_repeated_images_prepan"
[167] "pcl.stressful_experience_upset_reminded_prepan" "pcl.stressful_situation_avoiding_activities_prepan"
[169] "pcl.cut_people_feeling_distant_prepan" "pcl.feeling_irritable_or_having_angry_outbursts_prepan"
[171] "pcl.difficulty_concentrating_prepan" "pcl.stressful_experience_repeated_images_prepan_numeric"
[173] "pcl.stressful_experience_upset_reminded_prepan_numeric" "pcl.stressful_situation_avoiding_activities_prepan_numeric"
[175] "pcl.cut_people_feeling_distant_prepan_numeric" "pcl.feeling_irritable_or_having_angry_outbursts_prepan_numeric"
[177] "pcl.difficulty_concentrating_prepan_numeric" "pcl.sum_score_prepan_raw"
[179] "na_per_person_pcl_prepan" "pcl.sum_score_prepan"
[181] "phq.little_interest_or_pleasure_in_doing_things_prepan" "phq.feeling_down_depressed_or_hopeless_prepan"
[183] "phq.staying_asleep_sleeping_trouble_prepan" "phq.feeling_tired_or_having_little_energy_prepan"
[185] "phq.poor_appetite_or_overeating_prepan" "phq.feeling_bad_failure_family_prepan"
[187] "phq.trouble_concentrating_reading_newspaper_prepan" "phq.moving_fidgety_noticed_opposite_prepan"
[189] "phq.dead_hurting_thoughts_prepan" "phq.little_interest_or_pleasure_in_doing_things_prepan_numeric"
[191] "phq.feeling_down_depressed_or_hopeless_prepan_numeric" "phq.staying_asleep_sleeping_trouble_prepan_numeric"
[193] "phq.feeling_tired_or_having_little_energy_prepan_numeric" "phq.poor_appetite_or_overeating_prepan_numeric"
[195] "phq.feeling_bad_failure_family_prepan_numeric" "phq.trouble_concentrating_reading_newspaper_prepan_numeric"
[197] "phq.moving_fidgety_noticed_opposite_prepan_numeric" "phq.dead_hurting_thoughts_prepan_numeric"
[199] "phq.sum_score_prepan_raw" "na_per_person_phq_prepan"
[201] "phq.missing_only_suicide_item_prepan" "phq.sum_score_prepan"
[203] "phq.sum_score_8items_prepan" "ocir.i_repeatedly_check_doors_windows_drawers_etc_prepan"
[205] "ocir.arranged_things_change_upset_prepan" "ocir.repeat_feel_numbers_prepan"
[207] "ocir.clean_simply_wash_feel_prepan" "ocir.mind_upset_unpleasant_thoughts_prepan"
[209] "ocir.afraid_avoid_throwing_things_prepan" "ocir.light_switches_water_taps_prepan"
[211] "ocir.arranged_things_prepan" "ocir.good_feel_bad_numbers_prepan"
[213] "ocir.hands_longer_wash_prepan" "ocir.saved_things_prepan"
[215] "ocir.frequently_difficulty_rid_nasty_prepan" "ocir.i_check_things_more_often_than_necessary_prepan"
[217] "ocir.arranged_properly_objects_upset_prepan" "ocir.feel_compelled_count_things_prepan"
[219] "ocir.strangers_touch_touched_difficult_prepan" "ocir.control_difficult_find_thoughts_prepan"
[221] "ocir.i_collect_things_i_dont_need_prepan" "ocir.i_repeatedly_check_doors_windows_drawers_etc_prepan_numeric"
[223] "ocir.arranged_things_change_upset_prepan_numeric" "ocir.repeat_feel_numbers_prepan_numeric"
[225] "ocir.clean_simply_wash_feel_prepan_numeric" "ocir.mind_upset_unpleasant_thoughts_prepan_numeric"
[227] "ocir.afraid_avoid_throwing_things_prepan_numeric" "ocir.light_switches_water_taps_prepan_numeric"
[229] "ocir.arranged_things_prepan_numeric" "ocir.good_feel_bad_numbers_prepan_numeric"
[231] "ocir.hands_longer_wash_prepan_numeric" "ocir.saved_things_prepan_numeric"
[233] "ocir.frequently_difficulty_rid_nasty_prepan_numeric" "ocir.i_check_things_more_often_than_necessary_prepan_numeric"
[235] "ocir.arranged_properly_objects_upset_prepan_numeric" "ocir.feel_compelled_count_things_prepan_numeric"
[237] "ocir.strangers_touch_touched_difficult_prepan_numeric" "ocir.control_difficult_find_thoughts_prepan_numeric"
[239] "ocir.i_collect_things_i_dont_need_prepan_numeric" "ocir.sum_score_prepan_raw"
[241] "na_per_person_ocir_prepan" "ocir.sum_score_prepan"
[243] "startDate.coping" "gad.problems_made_difficult_care"
[245] "gad.pandemic_felt_feelings" "gad.feeling_nervous_anxious_or_on_edge_retro"
[247] "gad.control_worrying_stop_retro" "gad.worrying_too_much_about_different_things_retro"
[249] "gad.trouble_relaxing_retro" "gad.sit_restless_hard_retro"
[251] "gad.becoming_easily_annoyed_or_irritable_retro" "gad.awful_feeling_afraid_happen_retro"
[253] "gad.feeling_nervous_anxious_or_on_edge_base" "gad.control_worrying_stop_base"
[255] "gad.worrying_too_much_about_different_things_base" "gad.trouble_relaxing_base"
[257] "gad.sit_restless_hard_base" "gad.becoming_easily_annoyed_or_irritable_base"
[259] "gad.awful_feeling_afraid_happen_base" "gad.problems_made_difficult_care_numeric"
[261] "gad.pandemic_felt_feelings_numeric" "gad.feeling_nervous_anxious_or_on_edge_retro_numeric"
[263] "gad.control_worrying_stop_retro_numeric" "gad.worrying_too_much_about_different_things_retro_numeric"
[265] "gad.trouble_relaxing_retro_numeric" "gad.sit_restless_hard_retro_numeric"
[267] "gad.becoming_easily_annoyed_or_irritable_retro_numeric" "gad.awful_feeling_afraid_happen_retro_numeric"
[269] "gad.feeling_nervous_anxious_or_on_edge_base_numeric" "gad.control_worrying_stop_base_numeric"
[271] "gad.worrying_too_much_about_different_things_base_numeric" "gad.trouble_relaxing_base_numeric"
[273] "gad.sit_restless_hard_base_numeric" "gad.becoming_easily_annoyed_or_irritable_base_numeric"
[275] "gad.awful_feeling_afraid_happen_base_numeric" "gad.sum_score_retro_raw"
[277] "gad.sum_score_base_raw" "na_per_person_gad_base"
[279] "na_per_person_gad_retro" "gad.sum_score_base"
[281] "gad.sum_score_retro" "pcl.stressful_experience_repeated_images_base"
[283] "pcl.stressful_experience_upset_reminded_base" "pcl.stressful_situation_avoiding_activities_base"
[285] "pcl.cut_people_feeling_distant_base" "pcl.feeling_irritable_or_having_angry_outbursts_base"
[287] "pcl.difficulty_concentrating_base" "pcl.stressful_experience_repeated_images_retro"
[289] "pcl.stressful_experience_upset_reminded_retro" "pcl.stressful_situation_avoiding_activities_retro"
[291] "pcl.cut_people_feeling_distant_retro" "pcl.feeling_irritable_or_having_angry_outbursts_retro"
[293] "pcl.difficulty_concentrating_retro" "pcl.stressful_experience_repeated_images_base_numeric"
[295] "pcl.stressful_experience_upset_reminded_base_numeric" "pcl.stressful_situation_avoiding_activities_base_numeric"
[297] "pcl.cut_people_feeling_distant_base_numeric" "pcl.feeling_irritable_or_having_angry_outbursts_base_numeric"
[299] "pcl.difficulty_concentrating_base_numeric" "pcl.stressful_experience_repeated_images_retro_numeric"
[301] "pcl.stressful_experience_upset_reminded_retro_numeric" "pcl.stressful_situation_avoiding_activities_retro_numeric"
[303] "pcl.cut_people_feeling_distant_retro_numeric" "pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric"
[305] "pcl.difficulty_concentrating_retro_numeric" "pcl.sum_score_retro_raw"
[307] "pcl.sum_score_base_raw" "na_per_person_pcl_base"
[309] "na_per_person_pcl_retro" "pcl.sum_score_base"
[311] "pcl.sum_score_retro" "phq.problems_made_difficult_care"
[313] "phq.pandemic_felt_feelings" "phq.little_interest_or_pleasure_in_doing_things_retro"
[315] "phq.feeling_down_depressed_or_hopeless_retro" "phq.staying_asleep_sleeping_trouble_retro"
[317] "phq.feeling_tired_or_having_little_energy_retro" "phq.poor_appetite_or_overeating_retro"
[319] "phq.feeling_bad_failure_family_retro" "phq.trouble_concentrating_reading_newspaper_retro"
[321] "phq.moving_fidgety_noticed_opposite_retro" "phq.dead_hurting_thoughts_retro"
[323] "phq.little_interest_or_pleasure_in_doing_things_base" "phq.feeling_down_depressed_or_hopeless_base"
[325] "phq.staying_asleep_sleeping_trouble_base" "phq.feeling_tired_or_having_little_energy_base"
[327] "phq.poor_appetite_or_overeating_base" "phq.feeling_bad_failure_family_base"
[329] "phq.trouble_concentrating_reading_newspaper_base" "phq.moving_fidgety_noticed_opposite_base"
[331] "phq.dead_hurting_thoughts_base" "phq.problems_made_difficult_care_numeric"
[333] "phq.pandemic_felt_feelings_numeric" "phq.little_interest_or_pleasure_in_doing_things_retro_numeric"
[335] "phq.feeling_down_depressed_or_hopeless_retro_numeric" "phq.staying_asleep_sleeping_trouble_retro_numeric"
[337] "phq.feeling_tired_or_having_little_energy_retro_numeric" "phq.poor_appetite_or_overeating_retro_numeric"
[339] "phq.feeling_bad_failure_family_retro_numeric" "phq.trouble_concentrating_reading_newspaper_retro_numeric"
[341] "phq.moving_fidgety_noticed_opposite_retro_numeric" "phq.dead_hurting_thoughts_retro_numeric"
[343] "phq.little_interest_or_pleasure_in_doing_things_base_numeric" "phq.feeling_down_depressed_or_hopeless_base_numeric"
[345] "phq.staying_asleep_sleeping_trouble_base_numeric" "phq.feeling_tired_or_having_little_energy_base_numeric"
[347] "phq.poor_appetite_or_overeating_base_numeric" "phq.feeling_bad_failure_family_base_numeric"
[349] "phq.trouble_concentrating_reading_newspaper_base_numeric" "phq.moving_fidgety_noticed_opposite_base_numeric"
[351] "phq.dead_hurting_thoughts_base_numeric" "phq.sum_score_retro_raw"
[353] "phq.sum_score_base_raw" "na_per_person_phq_retro"
[355] "phq.missing_only_suicide_item_retro" "na_per_person_phq_base"
[357] "phq.missing_only_suicide_item_base" "phq.sum_score_base"
[359] "phq.sum_score_8items_base" "phq.sum_score_retro"
[361] "phq.sum_score_8items_retro" "ocir.felt_pandemic_feelings"
[363] "ocir.i_repeatedly_check_doors_windows_drawers_etc_retro" "ocir.arranged_things_change_upset_retro"
[365] "ocir.repeat_feel_numbers_retro" "ocir.clean_simply_wash_feel_retro"
[367] "ocir.mind_upset_unpleasant_thoughts_retro" "ocir.afraid_avoid_throwing_things_retro"
[369] "ocir.light_switches_water_taps_retro" "ocir.arranged_things_retro"
[371] "ocir.good_feel_bad_numbers_retro" "ocir.hands_longer_wash_retro"
[373] "ocir.saved_things_retro" "ocir.frequently_difficulty_rid_nasty_retro"
[375] "ocir.i_check_things_more_often_than_necessary_retro" "ocir.arranged_properly_objects_upset_retro"
[377] "ocir.feel_compelled_count_things_retro" "ocir.strangers_touch_touched_difficult_retro"
[379] "ocir.control_difficult_find_thoughts_retro" "ocir.i_collect_things_i_dont_need_retro"
[381] "ocir.i_repeatedly_check_doors_windows_drawers_etc_base" "ocir.arranged_things_change_upset_base"
[383] "ocir.repeat_feel_numbers_base" "ocir.clean_simply_wash_feel_base"
[385] "ocir.mind_upset_unpleasant_thoughts_base" "ocir.afraid_avoid_throwing_things_base"
[387] "ocir.light_switches_water_taps_base" "ocir.arranged_things_base"
[389] "ocir.good_feel_bad_numbers_base" "ocir.hands_longer_wash_base"
[391] "ocir.saved_things_base" "ocir.frequently_difficulty_rid_nasty_base"
[393] "ocir.i_check_things_more_often_than_necessary_base" "ocir.arranged_properly_objects_upset_base"
[395] "ocir.feel_compelled_count_things_base" "ocir.strangers_touch_touched_difficult_base"
[397] "ocir.control_difficult_find_thoughts_base" "ocir.i_collect_things_i_dont_need_base"
[399] "ocir.felt_pandemic_feelings_numeric" "ocir.i_repeatedly_check_doors_windows_drawers_etc_retro_numeric"
[401] "ocir.arranged_things_change_upset_retro_numeric" "ocir.repeat_feel_numbers_retro_numeric"
[403] "ocir.clean_simply_wash_feel_retro_numeric" "ocir.mind_upset_unpleasant_thoughts_retro_numeric"
[405] "ocir.afraid_avoid_throwing_things_retro_numeric" "ocir.light_switches_water_taps_retro_numeric"
[407] "ocir.arranged_things_retro_numeric" "ocir.good_feel_bad_numbers_retro_numeric"
[409] "ocir.hands_longer_wash_retro_numeric" "ocir.saved_things_retro_numeric"
[411] "ocir.frequently_difficulty_rid_nasty_retro_numeric" "ocir.i_check_things_more_often_than_necessary_retro_numeric"
[413] "ocir.arranged_properly_objects_upset_retro_numeric" "ocir.feel_compelled_count_things_retro_numeric"
[415] "ocir.strangers_touch_touched_difficult_retro_numeric" "ocir.control_difficult_find_thoughts_retro_numeric"
[417] "ocir.i_collect_things_i_dont_need_retro_numeric" "ocir.i_repeatedly_check_doors_windows_drawers_etc_base_numeric"
[419] "ocir.arranged_things_change_upset_base_numeric" "ocir.repeat_feel_numbers_base_numeric"
[421] "ocir.clean_simply_wash_feel_base_numeric" "ocir.mind_upset_unpleasant_thoughts_base_numeric"
[423] "ocir.afraid_avoid_throwing_things_base_numeric" "ocir.light_switches_water_taps_base_numeric"
[425] "ocir.arranged_things_base_numeric" "ocir.good_feel_bad_numbers_base_numeric"
[427] "ocir.hands_longer_wash_base_numeric" "ocir.saved_things_base_numeric"
[429] "ocir.frequently_difficulty_rid_nasty_base_numeric" "ocir.i_check_things_more_often_than_necessary_base_numeric"
[431] "ocir.arranged_properly_objects_upset_base_numeric" "ocir.feel_compelled_count_things_base_numeric"
[433] "ocir.strangers_touch_touched_difficult_base_numeric" "ocir.control_difficult_find_thoughts_base_numeric"
[435] "ocir.i_collect_things_i_dont_need_base_numeric" "ocir.sum_score_retro_raw"
[437] "ocir.sum_score_base_raw" "na_per_person_ocir_retro"
[439] "na_per_person_ocir_base" "ocir.sum_score_base"
[441] "ocir.sum_score_retro" "alsfrs.limb_weakness_noticed_past"
[443] "alsfrs.normal" "alsfrs.slow_or_sloppy_all_words_are_legible"
[445] "alsfrs.not_all_words_are_legible" "alsfrs.able_to_grip_pen"
[447] "alsfrs.unable_to_grip_pen" "alsfrs.have_you_noticed_any_difficulty_walking"
[449] "alsfrs.do_you_have_any_difficulty_climbing_stairs" "alsfrs.limb_weakness_noticed_past_numeric"
[451] "alsfrs.normal_numeric" "alsfrs.slow_or_sloppy_all_words_are_legible_numeric"
[453] "alsfrs.not_all_words_are_legible_numeric" "alsfrs.able_to_grip_pen_numeric"
[455] "alsfrs.unable_to_grip_pen_numeric" "alsfrs.have_you_noticed_any_difficulty_walking_numeric"
[457] "alsfrs.do_you_have_any_difficulty_climbing_stairs_numeric" "ess.felt_excessively_sleepy_past"
[459] "ess.sitting_and_reading" "ess.watching_tv"
[461] "ess.sitting_inactive_in_a_public_place" "ess.break_passenger_car_hour"
[463] "ess.afternoon_rest_circumstances_lying" "ess.sitting_and_talking_to_someone"
[465] "ess.sitting_quietly_after_a_lunch_without_alcohol" "ess.car_minutes_stopped_traffic"
[467] "ess.insomnia" "ess.narcolepsy"
[469] "ess.rem_sleep_behaviour_disorder" "ess.restless_legs_syndrome"
[471] "ess.sleep_apnea" "ess.sleep_terrors"
[473] "ess.sleepwalking" "ess.other"
[475] "ess.none" "ess.felt_excessively_sleepy_past_numeric"
[477] "ess.sitting_and_reading_numeric" "ess.watching_tv_numeric"
[479] "ess.sitting_inactive_in_a_public_place_numeric" "ess.break_passenger_car_hour_numeric"
[481] "ess.afternoon_rest_circumstances_lying_numeric" "ess.sitting_and_talking_to_someone_numeric"
[483] "ess.sitting_quietly_after_a_lunch_without_alcohol_numeric" "ess.car_minutes_stopped_traffic_numeric"
[485] "ess.insomnia_numeric" "ess.narcolepsy_numeric"
[487] "ess.rem_sleep_behaviour_disorder_numeric" "ess.restless_legs_syndrome_numeric"
[489] "ess.sleep_apnea_numeric" "ess.sleep_terrors_numeric"
[491] "ess.sleepwalking_numeric" "ess.other_numeric"
[493] "ess.none_numeric" "midas.headaches_suffered_past_month"
[495] "midas.days_past_month_miss_work_school" "midas.days_past_month_work_school_half_productivity"
[497] "midas.days_past_month_miss_housework" "midas.days_past_month_housework_half_productivity"
[499] "midas.days_past_month_miss_social_activities" "midas.headaches_suffered_past_month_numeric"
[501] "midas.days_past_month_miss_work_school_numeric" "midas.days_past_month_work_school_half_productivity_numeric"
[503] "midas.days_past_month_miss_housework_numeric" "midas.days_past_month_housework_half_productivity_numeric"
[505] "midas.days_past_month_miss_social_activities_numeric" "nmss.ability_taste_food_smell"
[507] "nmss.severe_taste_smell_loss" "nmss.ability_taste_food_smell_numeric"
[509] "nmss.severe_taste_smell_loss_numeric" "nmsw.drink_problems_choking_difficulty"
[511] "nmsw.regularly_night_pass_urine" "nmsw.sex_difficult_finding"
[513] "nmsw.weak_standing_feeling_light" "nmsw.acting_moving_sleep_talking"
[515] "nmsw.double_vision" "nmsw.drink_problems_choking_difficulty_numeric"
[517] "nmsw.regularly_night_pass_urine_numeric" "nmsw.sex_difficult_finding_numeric"
[519] "nmsw.weak_standing_feeling_light_numeric" "nmsw.acting_moving_sleep_talking_numeric"
[521] "nmsw.double_vision_numeric" "tinnitus.ears_noises_minutes_head"
[523] "tinnitus.ears_noises_minutes_head_frequency" "tinnitus.noises_worry_worst_upset"
[525] "tinnitus.ears_noises_minutes_head_numeric" "tinnitus.ears_noises_minutes_head_frequency_numeric"
[527] "tinnitus.noises_worry_worst_upset_numeric" "ID.dup"
[529] "prepandemic_january_31_numeric" "prepandemic_january_31"
[531] "prepandemic_march_1_numeric" "prepandemic_march_1"
[533] "prepandemic_march_23_numeric" "prepandemic_march_23"
[535] "time_diff_coping_lockdown_march_23" "time_diff_coping_awareness_march_1"
[537] "time_diff_coping_first_case_uk_jan_31" "time_diff_signup_lockdown_march_23"
[539] "time_diff_signup_awareness_march_1" "time_diff_signup_first_case_uk_jan_31"
[541] "time_diff_sign_up_coping" "phq.diff_score_retro_prepan"
[543] "phq.diff_score_base_prepan" "phq.diff_score_base_retro"
[545] "gad.diff_score_retro_prepan" "gad.diff_score_base_prepan"
[547] "gad.diff_score_base_retro" "pcl.diff_score_base_prepan"
[549] "ocir.diff_score_retro_prepan" "ocir.diff_score_base_prepan"
[551] "ocir.diff_score_base_retro" "data_group_phq_numeric"
[553] "data_group_phq" "data_group_gad_numeric"
[555] "data_group_gad" "data_group_pcl_numeric"
[557] "data_group_pcl" "data_group_ocir_numeric"
[559] "data_group_ocir" "respiratory.breath_diarrhoea_fatigue_fever"
[561] "respiratory.worst_ill_feel" "respiratory.persistent_cough"
[563] "respiratory.skipping_meals_because_you_felt_unwell" "respiratory.was_your_sense_of_smell_impaired"
[565] "respiratory.was_your_sense_of_taste_impaired" "respiratory.feeling_tiredfatigued"
[567] "respiratory.throat_swab_coronavirus_nose" "respiratory.throat_swab_test_nose"
[569] "respiratory.coronavirus_antibody_test" "respiratory.results_antibody_test"
[571] "respiratory.breath_diarrhoea_fatigue_fever_numeric" "respiratory.worst_ill_feel_numeric"
[573] "respiratory.persistent_cough_numeric" "respiratory.skipping_meals_because_you_felt_unwell_numeric"
[575] "respiratory.was_your_sense_of_smell_impaired_numeric" "respiratory.was_your_sense_of_taste_impaired_numeric"
[577] "respiratory.feeling_tiredfatigued_numeric" "respiratory.throat_swab_coronavirus_nose_numeric"
[579] "respiratory.throat_swab_test_nose_numeric" "respiratory.coronavirus_antibody_test_numeric"
[581] "respiratory.results_antibody_test_numeric" "respiratory.anosmia_binary"
[583] "respiratory.pcough_binary" "respiratory.fatigue_binary"
[585] "respiratory.skipped_meals_binary" "Sex_respiratory"
[587] "Age_respiratory" "covid_symptoms"
[589] "covid_probability" "covid_odds_ratio"
[591] "covid_odds_ratio_50_numeric" "covid_odds_ratio_50"
[593] "covid_probable_case_incl_screening_numeric" "covid_probable_case_incl_screening"
[595] "COPING_ID" "Birthyear_unc"
[597] "Birthmonth" "Birthday"
[599] "Birthyear_unc_numeric" "Birthmonth_numeric"
[601] "Birthday_numeric" "Birthyear_numeric"
[603] "Birthdate" "Cohort"
[605] "Ethnicity.unc" "Cohort_numeric"
[607] "Ethnicity.unc_numeric" "Ethnicity_full"
[609] "Transgender_uncleaned" "Transgender_uncleaned_numeric"
[611] "employment.what_is_your_highest_level_of_education" "employment.what_is_your_highest_level_of_education_numeric"
[613] "respiratory.coronavirus_week_antibody_test" "respiratory.coronavirus_week_antibody_test_numeric"
[615] "covid_test_positive_double_numeric" "covid_test_positive_double"
[617] "gad.covid_test_positive_numeric" "covid_test_positive"
[619] "age_category_collapsed_numeric" "age_category_collapsed"
[621] "age_category_collapsed_reordered" "Gender_collapsed_numeric"
[623] "Gender_collapsed" "Ethnicity_collapsed_numeric"
[625] "Ethnicity_collapsed" "Disorder_hierarchical_psychosis_numeric"
[627] "Disorder_hierarchical_psychosis" "Disorder_hierarchical_numeric"
[629] "Disorder_hierarchical" "gad.change_binary_numeric"
[631] "gad.change_binary" "phq.change_binary_numeric"
[633] "phq.change_binary" "ocir.change_binary_numeric"
[635] "ocir.change_binary" "prepandemic_3_months_numeric"
[637] "prepandemic_3_months" "prepandemic_6_months_numeric"
[639] "prepandemic_6_months" "prepandemic_9_months_numeric"
[641] "prepandemic_9_months"
Important vectors with collections of columns
Vectors for sum_score
[1] "gad.sum_score_prepan" "pcl.sum_score_prepan" "phq.sum_score_prepan" "phq.sum_score_8items_prepan"
[5] "ocir.sum_score_prepan" "gad.sum_score_base" "gad.sum_score_retro" "pcl.sum_score_base"
[9] "pcl.sum_score_retro" "phq.sum_score_base" "phq.sum_score_8items_base" "phq.sum_score_retro"
[13] "phq.sum_score_8items_retro" "ocir.sum_score_base" "ocir.sum_score_retro"
[1] "phq.sum_score_prepan" "phq.sum_score_base" "phq.sum_score_retro"
[1] "gad.sum_score_prepan" "gad.sum_score_base" "gad.sum_score_retro"
[1] "ocir.sum_score_prepan" "ocir.sum_score_base" "ocir.sum_score_retro"
[1] "pcl.sum_score_prepan" "pcl.sum_score_base" "pcl.sum_score_retro"
Vectors for diff_score
[1] "phq.diff_score_retro_prepan" "phq.diff_score_base_prepan" "phq.diff_score_base_retro" "gad.diff_score_retro_prepan"
[5] "gad.diff_score_base_prepan" "gad.diff_score_base_retro" "pcl.diff_score_base_prepan" "ocir.diff_score_retro_prepan"
[9] "ocir.diff_score_base_prepan" "ocir.diff_score_base_retro"
[1] "phq.diff_score_retro_prepan" "phq.diff_score_base_prepan" "phq.diff_score_base_retro"
[1] "gad.diff_score_retro_prepan" "gad.diff_score_base_prepan" "gad.diff_score_base_retro"
[1] "ocir.diff_score_retro_prepan" "ocir.diff_score_base_prepan" "ocir.diff_score_base_retro"
#ANALYSIS PLAN
1. Calculate mean change per disorder group
i. Disorders (9)
a. Rank the disorders by the size of the change
ii. Sex
iii. Age (13; RAMP; potentially collapse above 65 depending on group sizes)
iv. Ethnicity groups (5; White European, Black (British), Asian, Arab, Mixed)
1. Questionnaire comparions: Calculate mean change per group
gad
Summary scores
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
gad.change_bina… Prepan_mean Base_mean Retro_mean Prepan_sd Base_sd Retro_sd Prepan_median Base_median Retro_median Prepan_min Base_min Retro_min
<fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 No change 8.25 2.67 NaN 6.20 4.45 NA 7 0 NA 0 0 Inf
2 Worsening 9.40 8.70 4.64 5.86 5.70 4.28 8 7 4 0 0 0
3 Improvement 9.23 4.77 8.36 5.82 4.83 5.47 8 3 7 0 0 0
4 <NA> 10 5.7 NaN 8.56 5.99 NA 13 4.5 NA 0 0 Inf
# … with 9 more variables: Prepan_max <dbl>, Base_max <dbl>, Retro_max <dbl>, Prepan_skew <dbl>, Base_skew <dbl>, Retro_skew <dbl>,
# Prepan_kurtosis <dbl>, Base_kurtosis <dbl>, Retro_kurtosis <dbl>
# A tibble: 12 x 9
Change Variable Min Max Mean Median SD Skew Kurtosis
<fct> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 No change Base 0 21 2.67 0 4.45 2.18 4.45
2 No change Prepan 0 21 8.25 7 6.20 0.475 -0.903
3 No change Retro Inf -Inf NaN NA NA NA NA
4 Worsening Base 0 21 8.70 7 5.70 0.525 -0.801
5 Worsening Prepan 0 21 9.40 8 5.86 0.339 -0.933
6 Worsening Retro 0 21 4.64 4 4.28 1.38 1.93
7 Improvement Base 0 21 4.77 3 4.83 1.37 1.57
8 Improvement Prepan 0 21 9.23 8 5.82 0.330 -0.903
9 Improvement Retro 0 21 8.36 7 5.47 0.512 -0.587
10 <NA> Base 0 21 5.7 4.5 5.99 1.04 0.101
11 <NA> Prepan 0 21 10 13 8.56 -0.0314 -1.99
12 <NA> Retro Inf -Inf NaN NA NA NA NA
Table for knitting
gad sum score summary table
| Change |
Variable |
Min |
Max |
Mean |
Median |
SD |
Skew |
Kurtosis |
| No change |
Base |
0 |
21 |
2.665863 |
0.0 |
4.451322 |
2.1775181 |
4.4518534 |
| No change |
Prepan |
0 |
21 |
8.254932 |
7.0 |
6.202852 |
0.4754996 |
-0.9032129 |
| No change |
Retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| Worsening |
Base |
0 |
21 |
8.695957 |
7.0 |
5.696058 |
0.5245479 |
-0.8011604 |
| Worsening |
Prepan |
0 |
21 |
9.403875 |
8.0 |
5.859497 |
0.3389671 |
-0.9329372 |
| Worsening |
Retro |
0 |
21 |
4.638103 |
4.0 |
4.279377 |
1.3752419 |
1.9313176 |
| Improvement |
Base |
0 |
21 |
4.771279 |
3.0 |
4.830869 |
1.3672217 |
1.5731623 |
| Improvement |
Prepan |
0 |
21 |
9.228041 |
8.0 |
5.817921 |
0.3295928 |
-0.9032305 |
| Improvement |
Retro |
0 |
21 |
8.362857 |
7.0 |
5.468934 |
0.5124932 |
-0.5869968 |
| NA |
Base |
0 |
21 |
5.700000 |
4.5 |
5.994045 |
1.0357477 |
0.1012029 |
| NA |
Prepan |
0 |
21 |
10.000000 |
13.0 |
8.563488 |
-0.0313927 |
-1.9895986 |
| NA |
Retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
Differences scores
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
gad.change_bina… `Base - prepan_… `Base - retro_m… `Prepan - retro… `Base - prepan_… `Base - retro_s… `Prepan - retro… `Base - prepan_…
<fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 No change -2.05 NaN NaN 4.73 NA NA -1
2 Worsening 0.969 4.06 -3.58 5.31 4.29 5.11 1
3 Improvement -4.08 -3.59 0.354 5.49 5.32 5.69 -3
4 <NA> -1.5 NaN NaN 5.43 NA NA -2
# … with 14 more variables: `Base - retro_median` <dbl>, `Prepan - retro_median` <dbl>, `Base - prepan_min` <dbl>, `Base - retro_min` <dbl>, `Prepan
# - retro_min` <dbl>, `Base - prepan_max` <dbl>, `Base - retro_max` <dbl>, `Prepan - retro_max` <dbl>, `Base - prepan_skew` <dbl>, `Base -
# retro_skew` <dbl>, `Prepan - retro_skew` <dbl>, `Base - prepan_kurtosis` <dbl>, `Base - retro_kurtosis` <dbl>, `Prepan - retro_kurtosis` <dbl>
# A tibble: 12 x 9
Change Variable Min Max Mean Median SD Skew Kurtosis
<fct> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 No change Base - prepan -21 20 -2.05 -1 4.73 -0.487 1.51
2 No change Base - retro Inf -Inf NaN NA NA NA NA
3 No change Prepan - retro Inf -Inf NaN NA NA NA NA
4 Worsening Base - prepan -18 21 0.969 1 5.31 -0.0146 0.601
5 Worsening Base - retro -21 21 4.06 3 4.29 0.770 0.879
6 Worsening Prepan - retro -21 18 -3.58 -3 5.11 -0.289 0.441
7 Improvement Base - prepan -21 12 -4.08 -3 5.49 -0.297 0.126
8 Improvement Base - retro -21 21 -3.59 -3 5.32 0.475 2.15
9 Improvement Prepan - retro -21 20 0.354 1 5.69 -0.158 0.875
10 <NA> Base - prepan -9 6 -1.5 -2 5.43 0.0468 -1.68
11 <NA> Base - retro Inf -Inf NaN NA NA NA NA
12 <NA> Prepan - retro Inf -Inf NaN NA NA NA NA
Table for knitting
gad diff summary table
| Change |
Variable |
Min |
Max |
Mean |
Median |
SD |
Skew |
Kurtosis |
| No change |
Base - prepan |
-21 |
20 |
-2.0498783 |
-1 |
4.730325 |
-0.4870231 |
1.5079948 |
| No change |
Base - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| No change |
Prepan - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| Worsening |
Base - prepan |
-18 |
21 |
0.9694803 |
1 |
5.309832 |
-0.0145504 |
0.6007935 |
| Worsening |
Base - retro |
-21 |
21 |
4.0587466 |
3 |
4.286868 |
0.7700269 |
0.8792915 |
| Worsening |
Prepan - retro |
-21 |
18 |
-3.5772884 |
-3 |
5.108094 |
-0.2892807 |
0.4412892 |
| Improvement |
Base - prepan |
-21 |
12 |
-4.0760778 |
-3 |
5.490428 |
-0.2970813 |
0.1264514 |
| Improvement |
Base - retro |
-21 |
21 |
-3.5866667 |
-3 |
5.322797 |
0.4752668 |
2.1484694 |
| Improvement |
Prepan - retro |
-21 |
20 |
0.3536379 |
1 |
5.692678 |
-0.1576467 |
0.8754152 |
| NA |
Base - prepan |
-9 |
6 |
-1.5000000 |
-2 |
5.431390 |
0.0468089 |
-1.6798094 |
| NA |
Base - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| NA |
Prepan - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
Long format
ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical gad.diff_score Time_point
1 8 GLAD Male European Depressive disorders NA retro_prepan
2 10 GLAD Female European Depressive disorders -5 retro_prepan
3 11 GLAD Male European Depressive disorders 7 retro_prepan
4 13 GLAD Female European Depressive disorders 0 retro_prepan
5 15 GLAD Female European Depressive disorders NA retro_prepan
6 20 GLAD Female European Depressive disorders 15 retro_prepan
ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical gad.sum_score Time_point Full_cohort Time_point_dup
1 8 GLAD Male European Depressive disorders 16 prepan Full cohort prepan
2 10 GLAD Female European Depressive disorders 7 prepan Full cohort prepan
3 11 GLAD Male European Depressive disorders 2 prepan Full cohort prepan
4 13 GLAD Female European Depressive disorders 5 prepan Full cohort prepan
5 15 GLAD Female European Depressive disorders 3 prepan Full cohort prepan
6 20 GLAD Female European Depressive disorders 6 prepan Full cohort prepan
Plots diff
makes this into percentages
Warning: Removed 56536 rows containing non-finite values (stat_count).

Warning: Removed 33099 rows containing non-finite values (stat_bin).

Warning: Removed 33099 rows containing non-finite values (stat_bin).

Warning: Removed 23437 rows containing non-finite values (stat_bin).

Plots sum
Warning: Removed 33099 rows containing non-finite values (stat_bin).

Warning: Removed 33099 rows containing non-finite values (stat_bin).

Violin plots
Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 33099 rows containing non-finite values (stat_ydensity).
Warning: Removed 33099 rows containing non-finite values (stat_summary).
Warning: Removed 33099 rows containing missing values (geom_point).

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 33099 rows containing non-finite values (stat_ydensity).
Warning: Removed 33099 rows containing non-finite values (stat_summary).
Warning: Removed 33099 rows containing missing values (geom_point).

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 33099 rows containing non-finite values (stat_ydensity).
Warning: Removed 33099 rows containing non-finite values (stat_summary).
Warning: Removed 33099 rows containing missing values (geom_point).

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 33099 rows containing non-finite values (stat_ydensity).
Warning: Removed 33099 rows containing non-finite values (stat_summary).
Warning: Removed 33099 rows containing missing values (geom_point).

phq
Summary scores
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
phq.change_bina… Prepan_mean Base_mean Retro_mean Prepan_sd Base_sd Retro_sd Prepan_median Base_median Retro_median Prepan_min Base_min Retro_min
<fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 No change 10.5 3.78 NaN 7.21 5.48 NA 9 2 NA 0 0 Inf
2 Worsening 11.7 10.3 5.71 6.74 6.60 5.28 11 9 4 0 0 0
3 Improvement 11.5 6.76 9.81 6.72 5.76 6.78 11 5 9 0 0 0
4 <NA> 11.4 5.88 NaN 7.58 6.89 NA 9 3 NA 0 0 Inf
# … with 9 more variables: Prepan_max <dbl>, Base_max <dbl>, Retro_max <dbl>, Prepan_skew <dbl>, Base_skew <dbl>, Retro_skew <dbl>,
# Prepan_kurtosis <dbl>, Base_kurtosis <dbl>, Retro_kurtosis <dbl>
# A tibble: 12 x 9
Phq.change_binary Variable Min Max Mean Median SD Skew Kurtosis
<fct> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 No change Base 0 27 3.78 2 5.48 2.02 3.82
2 No change Prepan 0 27 10.5 9 7.21 0.474 -0.748
3 No change Retro Inf -Inf NaN NA NA NA NA
4 Worsening Base 0 27 10.3 9 6.60 0.593 -0.541
5 Worsening Prepan 0 27 11.7 11 6.74 0.303 -0.773
6 Worsening Retro 0 27 5.71 4 5.28 1.42 1.95
7 Improvement Base 0 27 6.76 5 5.76 1.06 0.707
8 Improvement Prepan 0 27 11.5 11 6.72 0.305 -0.812
9 Improvement Retro 0 27 9.81 9 6.78 0.596 -0.462
10 <NA> Base 0 27 5.88 3 6.89 1.15 0.368
11 <NA> Prepan 0 25 11.4 9 7.58 0.385 -1.14
12 <NA> Retro Inf -Inf NaN NA NA NA NA
Table for knitting
phq sum score summary table
| Phq.change_binary |
Variable |
Min |
Max |
Mean |
Median |
SD |
Skew |
Kurtosis |
| No change |
Base |
0 |
27 |
3.779763 |
2 |
5.481075 |
2.0240159 |
3.8206843 |
| No change |
Prepan |
0 |
27 |
10.489318 |
9 |
7.211689 |
0.4737527 |
-0.7484781 |
| No change |
Retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| Worsening |
Base |
0 |
27 |
10.318865 |
9 |
6.601230 |
0.5934998 |
-0.5407978 |
| Worsening |
Prepan |
0 |
27 |
11.731892 |
11 |
6.742218 |
0.3025175 |
-0.7730617 |
| Worsening |
Retro |
0 |
27 |
5.713298 |
4 |
5.275219 |
1.4212461 |
1.9501353 |
| Improvement |
Base |
0 |
27 |
6.759112 |
5 |
5.758644 |
1.0575115 |
0.7067317 |
| Improvement |
Prepan |
0 |
27 |
11.511645 |
11 |
6.718528 |
0.3046296 |
-0.8118759 |
| Improvement |
Retro |
0 |
27 |
9.813261 |
9 |
6.780903 |
0.5958911 |
-0.4615114 |
| NA |
Base |
0 |
27 |
5.884892 |
3 |
6.885270 |
1.1461385 |
0.3684788 |
| NA |
Prepan |
0 |
25 |
11.424242 |
9 |
7.583000 |
0.3851207 |
-1.1446285 |
| NA |
Retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
Differences score
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
phq.change_bina… `Base - prepan_… `Base - retro_m… `Prepan - retro… `Base - prepan_… `Base - retro_s… `Prepan - retro… `Base - prepan_…
<fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 No change -1.98 NaN NaN 5.13 NA NA -1
2 Worsening 0.800 4.60 -4.25 5.55 4.54 5.50 1
3 Improvement -4.03 -3.05 -0.121 5.60 5.58 6.13 -3
4 <NA> -0.531 NaN NaN 6.11 NA NA 0
# … with 14 more variables: `Base - retro_median` <dbl>, `Prepan - retro_median` <dbl>, `Base - prepan_min` <dbl>, `Base - retro_min` <dbl>, `Prepan
# - retro_min` <dbl>, `Base - prepan_max` <dbl>, `Base - retro_max` <dbl>, `Prepan - retro_max` <dbl>, `Base - prepan_skew` <dbl>, `Base -
# retro_skew` <dbl>, `Prepan - retro_skew` <dbl>, `Base - prepan_kurtosis` <dbl>, `Base - retro_kurtosis` <dbl>, `Prepan - retro_kurtosis` <dbl>
# A tibble: 12 x 9
Phq.change_binary Variable Min Max Mean Median SD Skew Kurtosis
<fct> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 No change Base - prepan -25 23 -1.98 -1 5.13 -0.317 1.69
2 No change Base - retro Inf -Inf NaN NA NA NA NA
3 No change Prepan - retro Inf -Inf NaN NA NA NA NA
4 Worsening Base - prepan -23 24 0.800 1 5.55 -0.0686 0.878
5 Worsening Base - retro -18 27 4.60 4 4.54 0.927 1.34
6 Worsening Prepan - retro -27 21 -4.25 -4 5.50 -0.377 0.604
7 Improvement Base - prepan -22 14 -4.03 -3 5.60 -0.412 0.231
8 Improvement Base - retro -24 23 -3.05 -3 5.58 0.0340 1.85
9 Improvement Prepan - retro -27 22 -0.121 0 6.13 -0.0254 0.730
10 <NA> Base - prepan -21 8 -0.531 0 6.11 -1.10 1.88
11 <NA> Base - retro Inf -Inf NaN NA NA NA NA
12 <NA> Prepan - retro Inf -Inf NaN NA NA NA NA
Table for knitting
phq diff summary table
| Phq.change_binary |
Variable |
Min |
Max |
Mean |
Median |
SD |
Skew |
Kurtosis |
| No change |
Base - prepan |
-25 |
23 |
-1.9826472 |
-1 |
5.133551 |
-0.3168253 |
1.6880781 |
| No change |
Base - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| No change |
Prepan - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| Worsening |
Base - prepan |
-23 |
24 |
0.7995943 |
1 |
5.546920 |
-0.0685706 |
0.8779614 |
| Worsening |
Base - retro |
-18 |
27 |
4.6013154 |
4 |
4.537987 |
0.9270470 |
1.3367436 |
| Worsening |
Prepan - retro |
-27 |
21 |
-4.2498646 |
-4 |
5.496923 |
-0.3766182 |
0.6037092 |
| Improvement |
Base - prepan |
-22 |
14 |
-4.0313183 |
-3 |
5.595035 |
-0.4118415 |
0.2308405 |
| Improvement |
Base - retro |
-24 |
23 |
-3.0461797 |
-3 |
5.576957 |
0.0339898 |
1.8480119 |
| Improvement |
Prepan - retro |
-27 |
22 |
-0.1211679 |
0 |
6.134474 |
-0.0254236 |
0.7299648 |
| NA |
Base - prepan |
-21 |
8 |
-0.5312500 |
0 |
6.111778 |
-1.1041870 |
1.8755762 |
| NA |
Base - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| NA |
Prepan - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
Long format
ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical phq.diff_score Time_point
1 8 GLAD Male European Depressive disorders 9 retro_prepan
2 10 GLAD Female European Depressive disorders -3 retro_prepan
3 11 GLAD Male European Depressive disorders 5 retro_prepan
4 13 GLAD Female European Depressive disorders -1 retro_prepan
5 15 GLAD Female European Depressive disorders NA retro_prepan
6 20 GLAD Female European Depressive disorders 7 retro_prepan
ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical phq.sum_score Time_point
1 8 GLAD Male European Depressive disorders 14 prepan
2 10 GLAD Female European Depressive disorders 4 prepan
3 11 GLAD Male European Depressive disorders 2 prepan
4 13 GLAD Female European Depressive disorders 8 prepan
5 15 GLAD Female European Depressive disorders 5 prepan
6 20 GLAD Female European Depressive disorders 13 prepan
Plots
makes this into percentages
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Plots sum
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Violin plots
Warning: `fun.y` is deprecated. Use `fun` instead.
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Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
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Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
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Warning: `fun.y` is deprecated. Use `fun` instead.
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Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
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Warning: `fun.y` is deprecated. Use `fun` instead.
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Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 32162 rows containing non-finite values (stat_ydensity).
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ocir
Summary scores
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
ocir.change_bin… Prepan_mean Base_mean Retro_mean Prepan_sd Base_sd Retro_sd Prepan_median Base_median Retro_median Prepan_min Base_min Retro_min
<fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 No change 25.4 14.3 17.4 13.0 12.3 12.7 24 11 15 0 0 0
2 Worsening 27.5 17.8 17.0 14.1 12.9 12.8 26 15 14 1 0 0
3 Improvement 27.5 21.8 18.1 14.5 14.1 11.5 23.5 18 16 10 0 0
4 <NA> 16.4 NaN 17 10.7 NA NA 14 NA 17 0 Inf 17
# … with 9 more variables: Prepan_max <dbl>, Base_max <dbl>, Retro_max <dbl>, Prepan_skew <dbl>, Base_skew <dbl>, Retro_skew <dbl>,
# Prepan_kurtosis <dbl>, Base_kurtosis <dbl>, Retro_kurtosis <dbl>
# A tibble: 3 x 8
Variable Min Max Mean Median SD Skew Kurtosis
<chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 Base 0 72 17.8 15 12.9 1.13 1.17
2 Prepan 1 71 27.5 26 14.1 0.627 -0.0287
3 Retro 0 71 17.0 14 12.8 1.10 0.965
Table for knitting
ocir sum score summary table
| Variable |
Min |
Max |
Mean |
Median |
SD |
Skew |
Kurtosis |
| Base |
0 |
72 |
17.80762 |
15 |
12.88086 |
1.1272426 |
1.1744348 |
| Prepan |
1 |
71 |
27.48730 |
26 |
14.13691 |
0.6265723 |
-0.0286904 |
| Retro |
0 |
71 |
16.99466 |
14 |
12.83344 |
1.0979581 |
0.9647110 |
Differences scores
Base - prepan_mean Base - retro_mean Prepan - retro_mean Base - prepan_sd Base - retro_sd Prepan - retro_sd Base - prepan_median
1 -8.043956 0.9100517 -3.5058 10.74915 9.658776 9.301472 -7
Base - retro_median Prepan - retro_median Base - prepan_min Base - retro_min Prepan - retro_min Base - prepan_max Base - retro_max
1 0 -3 -40 -44 -30 34 72
Prepan - retro_max Base - prepan_skew Base - retro_skew Prepan - retro_skew Base - prepan_kurtosis Base - retro_kurtosis Prepan - retro_kurtosis
1 27 -0.1101172 0.2846682 -0.06193155 0.6746143 2.470417 0.3779813
Variable Min Max Mean Median SD Skew Kurtosis
1 Base - prepan -40 34 -8.0439560 -7 10.749154 -0.11011724 0.6746143
2 Base - retro -44 72 0.9100517 0 9.658776 0.28466820 2.4704171
3 Prepan - retro -30 27 -3.5058005 -3 9.301472 -0.06193155 0.3779813
Table for knitting
ocir diff summary table
| Variable |
Min |
Max |
Mean |
Median |
SD |
Skew |
Kurtosis |
| Base - prepan |
-40 |
34 |
-8.0439560 |
-7 |
10.749154 |
-0.1101172 |
0.6746143 |
| Base - retro |
-44 |
72 |
0.9100517 |
0 |
9.658776 |
0.2846682 |
2.4704171 |
| Prepan - retro |
-30 |
27 |
-3.5058005 |
-3 |
9.301472 |
-0.0619316 |
0.3779813 |
Long format
ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical ocir.diff_score Time_point
1 8 GLAD Male European Depressive disorders NA retro_prepan
2 10 GLAD Female European Depressive disorders NA retro_prepan
3 11 GLAD Male European Depressive disorders NA retro_prepan
4 13 GLAD Female European Depressive disorders NA retro_prepan
5 15 GLAD Female European Depressive disorders NA retro_prepan
6 20 GLAD Female European Depressive disorders NA retro_prepan
ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical ocir.sum_score Time_point
1 8 GLAD Male European Depressive disorders NA prepan
2 10 GLAD Female European Depressive disorders NA prepan
3 11 GLAD Male European Depressive disorders NA prepan
4 13 GLAD Female European Depressive disorders NA prepan
5 15 GLAD Female European Depressive disorders NA prepan
6 20 GLAD Female European Depressive disorders NA prepan
Plots
makes this into percentages
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Plots sum
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Violin plots
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Warning: `fun.y` is deprecated. Use `fun` instead.
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Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
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Warning: `fun.y` is deprecated. Use `fun` instead.
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Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
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Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
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++CH: Rank the disorders by the size of the change
PCL:
Calculate the total GLAD, COPING, RAMP baseline
PCL
Base - prepan_mean Base - prepan_sd Base - prepan_median Base - prepan_min Base - prepan_max Base - prepan_skew Base - prepan_kurtosis
1 0.2068164 5.666463 0 -23 24 -0.07432746 0.6542706
Variable Min Max Mean Median SD Skew Kurtosis
1 Base - prepan -23 24 0.2068164 0 5.666463 -0.07432746 0.6542706
Table for knitting
pcl sum score summary table
| Variable |
Min |
Max |
Mean |
Median |
SD |
Skew |
Kurtosis |
| Base - prepan |
-23 |
24 |
0.2068164 |
0 |
5.666463 |
-0.0743275 |
0.6542706 |
Base - prepan_mean Base - prepan_sd Base - prepan_median Base - prepan_min Base - prepan_max Base - prepan_skew Base - prepan_kurtosis
1 0.2068164 5.666463 0 -23 24 -0.07432746 0.6542706
Variable Min Max Mean Median SD Skew Kurtosis
1 Base 6 30 12.33784 11 6.051631 0.9357645 -0.01527039
2 Prepan 6 30 15.63577 15 6.120978 0.3799305 -0.73869515
Table for knitting
pcl diff summary table
| Variable |
Min |
Max |
Mean |
Median |
SD |
Skew |
Kurtosis |
| Base |
6 |
30 |
12.33784 |
11 |
6.051631 |
0.9357645 |
-0.0152704 |
| Prepan |
6 |
30 |
15.63577 |
15 |
6.120978 |
0.3799305 |
-0.7386952 |
ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical pcl.sum_score Time_point
1 8 GLAD Male European Depressive disorders 18 prepan
2 10 GLAD Female European Depressive disorders 22 prepan
3 11 GLAD Male European Depressive disorders 11 prepan
4 13 GLAD Female European Depressive disorders 15 prepan
5 15 GLAD Female European Depressive disorders 16 prepan
6 20 GLAD Female European Depressive disorders 16 prepan
For each item
present percentages of how say that this is due to the pandemic
| PCL Item |
Binary_score |
n |
prop |
n_prop |
| pcl.cut_people_feeling_distant_retro_numeric |
0 |
5970 |
18.7 |
5970 (18.7%) |
| pcl.cut_people_feeling_distant_retro_numeric |
1 |
15402 |
48.3 |
15402 (48.3%) |
| pcl.cut_people_feeling_distant_retro_numeric |
Missing |
10512 |
33.0 |
10512 (33%) |
| pcl.difficulty_concentrating_retro_numeric |
0 |
9916 |
31.1 |
9916 (31.1%) |
| pcl.difficulty_concentrating_retro_numeric |
1 |
10289 |
32.3 |
10289 (32.3%) |
| pcl.difficulty_concentrating_retro_numeric |
Missing |
11679 |
36.6 |
11679 (36.6%) |
| pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric |
0 |
8756 |
27.5 |
8756 (27.5%) |
| pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric |
1 |
9870 |
31.0 |
9870 (31%) |
| pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric |
Missing |
13258 |
41.6 |
13258 (41.6%) |
| pcl.stressful_experience_repeated_images_retro_numeric |
0 |
13112 |
41.1 |
13112 (41.1%) |
| pcl.stressful_experience_repeated_images_retro_numeric |
1 |
2902 |
9.1 |
2902 (9.1%) |
| pcl.stressful_experience_repeated_images_retro_numeric |
Missing |
15870 |
49.8 |
15870 (49.8%) |
| pcl.stressful_experience_upset_reminded_retro_numeric |
0 |
13848 |
43.4 |
13848 (43.4%) |
| pcl.stressful_experience_upset_reminded_retro_numeric |
1 |
3742 |
11.7 |
3742 (11.7%) |
| pcl.stressful_experience_upset_reminded_retro_numeric |
Missing |
14294 |
44.8 |
14294 (44.8%) |
| pcl.stressful_situation_avoiding_activities_retro_numeric |
0 |
9158 |
28.7 |
9158 (28.7%) |
| pcl.stressful_situation_avoiding_activities_retro_numeric |
1 |
2465 |
7.7 |
2465 (7.7%) |
| pcl.stressful_situation_avoiding_activities_retro_numeric |
Missing |
20261 |
63.5 |
20261 (63.5%) |
# A tibble: 18 x 5
# Groups: PCL Item [6]
`PCL Item` Binary_score n prop n_prop
<chr> <fct> <int> <dbl> <chr>
1 pcl.cut_people_feeling_distant_retro_numeric 0 5970 18.7 5970 (18.7%)
2 pcl.cut_people_feeling_distant_retro_numeric 1 15402 48.3 15402 (48.3%)
3 pcl.cut_people_feeling_distant_retro_numeric Missing 10512 33 10512 (33%)
4 pcl.difficulty_concentrating_retro_numeric 0 9916 31.1 9916 (31.1%)
5 pcl.difficulty_concentrating_retro_numeric 1 10289 32.3 10289 (32.3%)
6 pcl.difficulty_concentrating_retro_numeric Missing 11679 36.6 11679 (36.6%)
7 pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric 0 8756 27.5 8756 (27.5%)
8 pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric 1 9870 31 9870 (31%)
9 pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric Missing 13258 41.6 13258 (41.6%)
10 pcl.stressful_experience_repeated_images_retro_numeric 0 13112 41.1 13112 (41.1%)
11 pcl.stressful_experience_repeated_images_retro_numeric 1 2902 9.1 2902 (9.1%)
12 pcl.stressful_experience_repeated_images_retro_numeric Missing 15870 49.8 15870 (49.8%)
13 pcl.stressful_experience_upset_reminded_retro_numeric 0 13848 43.4 13848 (43.4%)
14 pcl.stressful_experience_upset_reminded_retro_numeric 1 3742 11.7 3742 (11.7%)
15 pcl.stressful_experience_upset_reminded_retro_numeric Missing 14294 44.8 14294 (44.8%)
16 pcl.stressful_situation_avoiding_activities_retro_numeric 0 9158 28.7 9158 (28.7%)
17 pcl.stressful_situation_avoiding_activities_retro_numeric 1 2465 7.7 2465 (7.7%)
18 pcl.stressful_situation_avoiding_activities_retro_numeric Missing 20261 63.5 20261 (63.5%)
Plots sum
Warning: Removed 43815 rows containing non-finite values (stat_bin).

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Create subsets of data for analyses
Filter data frame to create 2 additional datasets. Additional exclusion criteria (beyond those listed above) are specified below:
- Retrospective - baseline change anlyses
i. Exclude individuals missing retrospective and/or baseline data
- Prepandemic - baseline change analyses
i. Exclude individuals missing pandemic and/or baseline data
ii. Exclude individuals with prepandemic data collected after 1st March.
Retro-baseline analyses
[1] 23539 641
Prepan-baseline analyses
Exclude individuals with NA for MHD, age, gender; exclude if prepan data collected after 1 March
[1] 11230 641
Prepan-baseline analyses
Exclude individuals with NA for MHD, age, gender; exclude if prepan data collected after 1 March (to ensure comparability with prepan analyses)
[1] 9745 641
age2 sensitivity
Exclude individuals with NA for continuous Age variable
[1] 24816 641
[1] 17092 641
[1] 11230 641
Sensitivity analysis for individuals who signed up to GLAD (prepan) either 3, 6 or 9 months before the pendemic began.
Regression models (Regress covariates out of the change? Which?)
i. Model 0: Disorders
ii. Model 1: Model 0 + Sex + Age + Ethnicity + Time registration and baseline
Re-calculate change
Re-rank the change again
PCL:
i. Calculate the total GLAD, COPING, RAMP baseline
ii. For each item:
a. present percentages of how say that this is due to the pandemic
b. Calculate a variable PCL pandemic score
c. If one item is highly endorsed due to pandemic -> exclude in sensitivity analysis
2. Regression
Regress covariates out of the change? Which?
Model naming conventions:
0 - unadjusted
1 - adjusted
2 - adjusted with age2
a - hierarchical disorders
b - overlapping disorder categories
++MD: We may want to exclude disorders from Model b that aren't including in the hierarchy (e.g. ADHD, ASD)
Functions
GAD baseline, not controlling for prior symptoms
Model 0a: Disorder_hierarchical, Unadjusted
#SB Hashing out this chunk of code as it is not included in our final analysis and is currently breaking the code.
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 2.48 2.38 2.57 0.05 0.00e+00
2 Anxiety disorders 4.13 3.88 4.39 0.13 5.84e-217
3 Eating disorders 3.76 2.94 4.58 0.42 3.03e-19
4 OCDs 6.52 5.85 7.19 0.34 1.26e-80
5 PTSD 4.97 4.31 5.64 0.34 3.36e-48
6 Depressive disorders 5.76 5.63 5.88 0.06 0.00e+00
7 Bipolar disorders 7.40 7.08 7.72 0.16 0.00e+00
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31331 0.22 0.22 1503.62 0.00e+00 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.67 |
2.59 |
2.76 |
0.04 |
0.00e+00 |
| Depressive and anxiety disorder |
5.63 |
5.50 |
5.77 |
0.07 |
0.00e+00 |
| Only depressive disorder |
2.08 |
1.90 |
2.25 |
0.09 |
4.32e-117 |
| Only anxiety disorder |
4.03 |
3.81 |
4.26 |
0.11 |
1.97e-264 |
| Eating disorders |
1.46 |
1.22 |
1.69 |
0.12 |
1.10e-33 |
| OCDs |
1.94 |
1.71 |
2.17 |
0.12 |
8.53e-63 |
| Psychotic and bipolar disorder |
0.38 |
-0.26 |
1.02 |
0.33 |
0.24 |
| Only psychotic disorder |
0.35 |
-0.20 |
0.90 |
0.28 |
0.21 |
| Only bipolar disorder |
0.46 |
0.11 |
0.80 |
0.18 |
0.009 |
| PTSD |
1.56 |
1.35 |
1.77 |
0.11 |
2.35e-48 |
| ASD |
2.18 |
1.77 |
2.59 |
0.21 |
1.80e-25 |
| ADHD |
1.17 |
0.63 |
1.71 |
0.28 |
2.36e-05 |
| Personality disorder |
2.19 |
1.89 |
2.49 |
0.15 |
5.79e-46 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 2.67 " 2.59" 2.76 0.04 0.00e+00
2 Depressive and anxiety disorder 5.63 " 5.50" 5.77 0.07 0.00e+00
3 Only depressive disorder 2.08 " 1.90" 2.25 0.09 4.32e-117
4 Only anxiety disorder 4.03 " 3.81" 4.26 0.11 1.97e-264
5 Eating disorders 1.46 " 1.22" 1.69 0.12 1.10e-33
6 OCDs 1.94 " 1.71" 2.17 0.12 8.53e-63
7 Psychotic and bipolar disorder 0.38 "-0.26" 1.02 0.33 0.24
8 Only psychotic disorder 0.35 "-0.20" 0.90 0.28 0.21
9 Only bipolar disorder 0.46 " 0.11" 0.80 0.18 0.009
10 PTSD 1.56 " 1.35" 1.77 0.11 2.35e-48
11 ASD 2.18 " 1.77" 2.59 0.21 1.80e-25
12 ADHD 1.17 " 0.63" 1.71 0.28 2.36e-05
13 Personality disorder 2.19 " 1.89" 2.49 0.15 5.79e-46
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31331 0.22 0.22 1503.62 0.00e+00 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.67 |
5.38 |
5.96 |
0.15 |
9.14e-313 |
| Anxiety disorders |
2.96 |
2.70 |
3.22 |
0.13 |
1.10e-109 |
| Eating disorders |
2.10 |
1.30 |
2.91 |
0.41 |
3.42e-07 |
| OCDs |
4.01 |
3.35 |
4.67 |
0.34 |
1.26e-32 |
| PTSD |
3.96 |
3.30 |
4.63 |
0.34 |
2.24e-31 |
| Depressive disorders |
4.53 |
4.39 |
4.66 |
0.07 |
0.00e+00 |
| Bipolar disorders |
6.08 |
5.76 |
6.39 |
0.16 |
1.26e-299 |
| Female |
1.00 |
0.86 |
1.14 |
0.07 |
3.17e-44 |
| Non-binary/Self-defined |
1.60 |
1.04 |
2.16 |
0.29 |
2.64e-08 |
| age_category_collapsed_reordered16-18 |
3.23 |
2.85 |
3.60 |
0.19 |
1.44e-63 |
| 19-25 years |
1.74 |
1.48 |
2.00 |
0.13 |
9.41e-40 |
| 36-45 years |
-0.84 |
-1.05 |
-0.62 |
0.11 |
2.78e-14 |
| 46-55 years |
-1.57 |
-1.77 |
-1.37 |
0.10 |
1.41e-53 |
| 56-65 years |
-2.60 |
-2.80 |
-2.40 |
0.10 |
4.06e-145 |
| 66-70 years |
-3.58 |
-3.83 |
-3.33 |
0.13 |
5.63e-169 |
| 71-75 years |
-3.78 |
-4.07 |
-3.49 |
0.15 |
6.57e-143 |
| 76+ years |
-3.69 |
-4.13 |
-3.25 |
0.22 |
2.30e-60 |
| Mixed or multiple ethnic origins |
0.04 |
-0.41 |
0.49 |
0.23 |
0.85 |
| Asian or Asian British |
-0.31 |
-0.86 |
0.23 |
0.28 |
0.26 |
| African or African British |
-0.25 |
-1.18 |
0.68 |
0.47 |
0.59 |
| Other ethnicity |
0.97 |
0.15 |
1.80 |
0.42 |
0.02 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.27 |
-0.21 |
0.02 |
1.66e-55 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.67" " 5.38" " 5.96" 0.15 9.14e-313
2 Anxiety disorders " 2.96" " 2.70" " 3.22" 0.13 1.10e-109
3 Eating disorders " 2.10" " 1.30" " 2.91" 0.41 3.42e-07
4 OCDs " 4.01" " 3.35" " 4.67" 0.34 1.26e-32
5 PTSD " 3.96" " 3.30" " 4.63" 0.34 2.24e-31
6 Depressive disorders " 4.53" " 4.39" " 4.66" 0.07 0.00e+00
7 Bipolar disorders " 6.08" " 5.76" " 6.39" 0.16 1.26e-299
8 Female " 1.00" " 0.86" " 1.14" 0.07 3.17e-44
9 Non-binary/Self-defined " 1.60" " 1.04" " 2.16" 0.29 2.64e-08
10 age_category_collapsed_reordered16-18 " 3.23" " 2.85" " 3.60" 0.19 1.44e-63
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31331 0.22 0.22 1503.62 0.00e+00 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.57 |
5.28 |
5.85 |
0.14 |
2.40e-317 |
| Depressive and anxiety disorder |
4.60 |
4.46 |
4.75 |
0.07 |
0.00e+00 |
| Only depressive disorder |
1.81 |
1.63 |
1.99 |
0.09 |
2.60e-83 |
| Only anxiety disorder |
3.05 |
2.82 |
3.28 |
0.12 |
6.22e-145 |
| Eating disorders |
0.90 |
0.67 |
1.13 |
0.12 |
3.61e-14 |
| OCDs |
1.45 |
1.23 |
1.67 |
0.11 |
5.23e-37 |
| Psychotic and bipolar disorder |
0.74 |
0.11 |
1.37 |
0.32 |
0.02 |
| Only psychotic disorder |
0.51 |
-0.03 |
1.05 |
0.27 |
0.06 |
| Only bipolar disorder |
0.65 |
0.31 |
0.99 |
0.17 |
1.79e-04 |
| PTSD |
1.58 |
1.38 |
1.79 |
0.11 |
1.05e-50 |
| ASD |
1.31 |
0.90 |
1.71 |
0.21 |
2.89e-10 |
| ADHD |
0.46 |
-0.08 |
0.99 |
0.27 |
0.09 |
| Personality disorder |
1.82 |
1.52 |
2.11 |
0.15 |
2.55e-33 |
| Female |
0.94 |
0.81 |
1.08 |
0.07 |
1.36e-42 |
| Non-binary/Self-defined |
0.69 |
0.15 |
1.23 |
0.28 |
0.01 |
| age_category_collapsed_reordered16-18 |
3.33 |
2.98 |
3.68 |
0.18 |
7.57e-76 |
| 19-25 years |
1.61 |
1.36 |
1.86 |
0.13 |
2.50e-37 |
| 36-45 years |
-0.64 |
-0.85 |
-0.44 |
0.11 |
1.15e-09 |
| 46-55 years |
-1.15 |
-1.35 |
-0.96 |
0.10 |
8.01e-32 |
| 56-65 years |
-2.02 |
-2.21 |
-1.83 |
0.10 |
7.82e-93 |
| 66-70 years |
-2.98 |
-3.23 |
-2.73 |
0.13 |
1.70e-120 |
| 71-75 years |
-3.19 |
-3.47 |
-2.90 |
0.15 |
6.34e-106 |
| 76+ years |
-3.08 |
-3.50 |
-2.65 |
0.22 |
1.24e-45 |
| Mixed or multiple ethnic origins |
0.10 |
-0.33 |
0.53 |
0.22 |
0.66 |
| Asian or Asian British |
0.16 |
-0.36 |
0.67 |
0.26 |
0.55 |
| African or African British |
-0.17 |
-1.05 |
0.71 |
0.45 |
0.71 |
| Other ethnicity |
0.74 |
-0.05 |
1.52 |
0.40 |
0.06 |
| Key worker |
-0.35 |
-0.47 |
-0.22 |
0.06 |
4.42e-08 |
| Time difference: Lockdown to baseline |
-0.25 |
-0.27 |
-0.22 |
0.01 |
1.60e-65 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.57" " 5.28" " 5.85" 0.14 2.40e-317
2 Depressive and anxiety disorder " 4.60" " 4.46" " 4.75" 0.07 0.00e+00
3 Only depressive disorder " 1.81" " 1.63" " 1.99" 0.09 2.60e-83
4 Only anxiety disorder " 3.05" " 2.82" " 3.28" 0.12 6.22e-145
5 Eating disorders " 0.90" " 0.67" " 1.13" 0.12 3.61e-14
6 OCDs " 1.45" " 1.23" " 1.67" 0.11 5.23e-37
7 Psychotic and bipolar disorder " 0.74" " 0.11" " 1.37" 0.32 0.02
8 Only psychotic disorder " 0.51" "-0.03" " 1.05" 0.27 0.06
9 Only bipolar disorder " 0.65" " 0.31" " 0.99" 0.17 1.79e-04
10 PTSD " 1.58" " 1.38" " 1.79" 0.11 1.05e-50
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31331 0.22 0.22 1503.62 0.00e+00 6
Model 2a: Disorder hierarchical, Adjusted with Age2
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
1.78 |
1.48 |
2.09 |
0.16 |
4.29e-30 |
| Anxiety disorders |
2.79 |
2.49 |
3.10 |
0.15 |
3.88e-72 |
| Eating disorders |
2.27 |
1.33 |
3.20 |
0.48 |
2.04e-06 |
| OCDs |
4.46 |
3.65 |
5.26 |
0.41 |
3.29e-27 |
| PTSD |
4.24 |
3.37 |
5.12 |
0.45 |
2.15e-21 |
| Depressive disorders |
4.80 |
4.64 |
4.95 |
0.08 |
0.00e+00 |
| Bipolar disorders |
6.26 |
5.92 |
6.60 |
0.17 |
6.20e-274 |
| Female |
0.71 |
0.56 |
0.86 |
0.08 |
2.18e-20 |
| Non-binary/Self-defined |
1.44 |
0.84 |
2.05 |
0.31 |
2.84e-06 |
| Age |
-248.64 |
-259.74 |
-237.54 |
5.66 |
0.00e+00 |
| Age2 |
29.43 |
19.41 |
39.45 |
5.11 |
8.72e-09 |
| Mixed or multiple ethnic origins |
0.03 |
-0.46 |
0.53 |
0.25 |
0.90 |
| Asian or Asian British |
-0.06 |
-0.71 |
0.60 |
0.33 |
0.87 |
| African or African British |
0.02 |
-1.01 |
1.06 |
0.53 |
0.96 |
| Other ethnicity |
1.44 |
0.51 |
2.38 |
0.48 |
0.002 |
| Time difference: Lockdown to baseline |
0.04 |
0.00 |
0.08 |
0.02 |
0.03 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 1.78" " 1.48" " 2.09" 0.16 4.29e-30
2 Anxiety disorders " 2.79" " 2.49" " 3.10" 0.15 3.88e-72
3 Eating disorders " 2.27" " 1.33" " 3.20" 0.48 2.04e-06
4 OCDs " 4.46" " 3.65" " 5.26" 0.41 3.29e-27
5 PTSD " 4.24" " 3.37" " 5.12" 0.45 2.15e-21
6 Depressive disorders " 4.80" " 4.64" " 4.95" 0.08 0.00e+00
7 Bipolar disorders " 6.26" " 5.92" " 6.60" 0.17 6.20e-274
8 Female " 0.71" " 0.56" " 0.86" 0.08 2.18e-20
9 Non-binary/Self-defined " 1.44" " 0.84" " 2.05" 0.31 2.84e-06
10 Age "-248.64" "-259.74" "-237.54" 5.66 0.00e+00
11 Age^2 " 29.43" " 19.41" " 39.45" 5.11 8.72e-09
12 Mixed or multiple ethnic origins " 0.03" " -0.46" " 0.53" 0.25 0.90
13 Asian or Asian British " -0.06" " -0.71" " 0.60" 0.33 0.87
14 African or African British " 0.02" " -1.01" " 1.06" 0.53 0.96
15 Other ethnicity " 1.44" " 0.51" " 2.38" 0.48 0.002
16 Time difference: Lockdown to baseline " 0.04" " 0.00" " 0.08" 0.02 0.03
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 24462 |
0.27 |
0.27 |
1541.15 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 24462 0.27 0.27 1541.15 0.00e+00 6
Model 2b: Disorder hierarchical, Adjusted with Age2
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
1.86 |
1.56 |
2.15 |
0.15 |
1.11e-34 |
| Depressive and anxiety disorder |
4.91 |
4.75 |
5.07 |
0.08 |
0.00e+00 |
| Only depressive disorder |
1.98 |
1.78 |
2.19 |
0.10 |
8.03e-79 |
| Only anxiety disorder |
3.02 |
2.75 |
3.29 |
0.14 |
1.46e-104 |
| Eating disorders |
1.09 |
0.84 |
1.34 |
0.13 |
2.20e-17 |
| OCDs |
1.38 |
1.13 |
1.62 |
0.12 |
8.44e-29 |
| Psychotic and bipolar disorder |
0.44 |
-0.27 |
1.15 |
0.36 |
0.23 |
| Only psychotic disorder |
0.48 |
-0.10 |
1.06 |
0.30 |
0.10 |
| Only bipolar disorder |
0.64 |
0.29 |
0.99 |
0.18 |
3.50e-04 |
| PTSD |
1.69 |
1.47 |
1.92 |
0.11 |
3.91e-49 |
| ASD |
1.25 |
0.78 |
1.71 |
0.24 |
1.44e-07 |
| ADHD |
0.25 |
-0.37 |
0.87 |
0.32 |
0.43 |
| Personality disorder |
1.75 |
1.43 |
2.06 |
0.16 |
4.68e-27 |
| Female |
0.60 |
0.45 |
0.74 |
0.07 |
3.60e-16 |
| Non-binary/Self-defined |
0.55 |
-0.03 |
1.12 |
0.30 |
0.07 |
| Age |
-209.28 |
-220.39 |
-198.16 |
5.67 |
3.08e-289 |
| Age2 |
19.55 |
9.65 |
29.45 |
5.05 |
1.09e-04 |
| Mixed or multiple ethnic origins |
0.00 |
-0.47 |
0.48 |
0.24 |
0.99 |
| Asian or Asian British |
0.34 |
-0.28 |
0.95 |
0.31 |
0.28 |
| African or African British |
0.03 |
-0.95 |
1.01 |
0.50 |
0.96 |
| Other ethnicity |
1.05 |
0.16 |
1.93 |
0.45 |
0.02 |
| Key worker |
-0.35 |
-0.48 |
-0.22 |
0.07 |
2.70e-07 |
| Time difference: Lockdown to baseline |
0.05 |
0.02 |
0.09 |
0.02 |
0.004 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 1.86" " 1.56" " 2.15" 0.15 1.11e-34
2 Depressive and anxiety disorder " 4.91" " 4.75" " 5.07" 0.08 0.00e+00
3 Only depressive disorder " 1.98" " 1.78" " 2.19" 0.10 8.03e-79
4 Only anxiety disorder " 3.02" " 2.75" " 3.29" 0.14 1.46e-104
5 Eating disorders " 1.09" " 0.84" " 1.34" 0.13 2.20e-17
6 OCDs " 1.38" " 1.13" " 1.62" 0.12 8.44e-29
7 Psychotic and bipolar disorder " 0.44" " -0.27" " 1.15" 0.36 0.23
8 Only psychotic disorder " 0.48" " -0.10" " 1.06" 0.30 0.10
9 Only bipolar disorder " 0.64" " 0.29" " 0.99" 0.18 3.50e-04
10 PTSD " 1.69" " 1.47" " 1.92" 0.11 3.91e-49
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 24462 |
0.27 |
0.27 |
1541.15 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 24462 0.27 0.27 1541.15 0.00e+00 6
GAD prepan
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.16 |
-2.09 |
-0.22 |
0.48 |
0.02 |
| Anxiety disorders |
0.19 |
-0.84 |
1.22 |
0.53 |
0.72 |
| Eating disorders |
-0.57 |
-2.60 |
1.47 |
1.04 |
0.59 |
| OCDs |
-0.14 |
-1.55 |
1.26 |
0.72 |
0.84 |
| PTSD |
-0.06 |
-1.68 |
1.57 |
0.83 |
0.95 |
| Depressive disorders |
0.85 |
-0.09 |
1.79 |
0.48 |
0.08 |
| Bipolar disorders |
0.80 |
-0.21 |
1.81 |
0.52 |
0.12 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-1.16" -2.09 "-0.22" 0.48 0.02
2 Anxiety disorders " 0.19" -0.84 " 1.22" 0.53 0.72
3 Eating disorders "-0.57" -2.60 " 1.47" 1.04 0.59
4 OCDs "-0.14" -1.55 " 1.26" 0.72 0.84
5 PTSD "-0.06" -1.68 " 1.57" 0.83 0.95
6 Depressive disorders " 0.85" -0.09 " 1.79" 0.48 0.08
7 Bipolar disorders " 0.80" -0.21 " 1.81" 0.52 0.12
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11144 0.00 0.00 2.98 0.007 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-0.83 |
-1.51 |
-0.16 |
0.34 |
0.02 |
| Depressive and anxiety disorder |
0.45 |
-0.24 |
1.13 |
0.35 |
0.20 |
| Only depressive disorder |
0.98 |
0.24 |
1.72 |
0.38 |
0.009 |
| Only anxiety disorder |
-0.24 |
-1.01 |
0.53 |
0.40 |
0.54 |
| Eating disorders |
0.18 |
-0.15 |
0.51 |
0.17 |
0.29 |
| OCDs |
-0.26 |
-0.57 |
0.05 |
0.16 |
0.11 |
| Psychotic and bipolar disorder |
-0.51 |
-1.42 |
0.39 |
0.46 |
0.27 |
| Only psychotic disorder |
0.76 |
0.00 |
1.52 |
0.39 |
0.05 |
| Only bipolar disorder |
0.20 |
-0.26 |
0.65 |
0.23 |
0.40 |
| PTSD |
0.14 |
-0.16 |
0.43 |
0.15 |
0.36 |
| ASD |
0.16 |
-0.44 |
0.76 |
0.31 |
0.61 |
| ADHD |
-0.74 |
-1.56 |
0.09 |
0.42 |
0.08 |
| Personality disorder |
-0.16 |
-0.57 |
0.24 |
0.21 |
0.43 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-0.83" "-1.51" "-0.16" 0.34 0.02
2 Depressive and anxiety disorder " 0.45" "-0.24" " 1.13" 0.35 0.20
3 Only depressive disorder " 0.98" " 0.24" " 1.72" 0.38 0.009
4 Only anxiety disorder "-0.24" "-1.01" " 0.53" 0.40 0.54
5 Eating disorders " 0.18" "-0.15" " 0.51" 0.17 0.29
6 OCDs "-0.26" "-0.57" " 0.05" 0.16 0.11
7 Psychotic and bipolar disorder "-0.51" "-1.42" " 0.39" 0.46 0.27
8 Only psychotic disorder " 0.76" " 0.00" " 1.52" 0.39 0.05
9 Only bipolar disorder " 0.20" "-0.26" " 0.65" 0.23 0.40
10 PTSD " 0.14" "-0.16" " 0.43" 0.15 0.36
11 ASD " 0.16" "-0.44" " 0.76" 0.31 0.61
12 ADHD "-0.74" "-1.56" " 0.09" 0.42 0.08
13 Personality disorder "-0.16" "-0.57" " 0.24" 0.21 0.43
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11144 0.00 0.00 2.98 0.007 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.46 |
-2.56 |
-0.37 |
0.56 |
0.009 |
| Anxiety disorders |
0.13 |
-0.91 |
1.16 |
0.53 |
0.81 |
| Eating disorders |
-0.72 |
-2.75 |
1.32 |
1.04 |
0.49 |
| OCDs |
-0.24 |
-1.65 |
1.16 |
0.72 |
0.74 |
| PTSD |
-0.21 |
-1.85 |
1.43 |
0.84 |
0.80 |
| Depressive disorders |
0.75 |
-0.19 |
1.69 |
0.48 |
0.12 |
| Bipolar disorders |
0.76 |
-0.26 |
1.77 |
0.52 |
0.14 |
| Female |
0.49 |
0.21 |
0.77 |
0.14 |
5.29e-04 |
| Non-binary/Self-defined |
0.42 |
-0.37 |
1.22 |
0.40 |
0.29 |
| age_category_collapsed_reordered16-18 |
-0.50 |
-1.16 |
0.17 |
0.34 |
0.14 |
| 19-25 years |
0.04 |
-0.32 |
0.40 |
0.18 |
0.84 |
| 36-45 years |
0.16 |
-0.16 |
0.48 |
0.16 |
0.33 |
| 46-55 years |
-0.03 |
-0.34 |
0.28 |
0.16 |
0.86 |
| 56-65 years |
0.16 |
-0.19 |
0.50 |
0.18 |
0.37 |
| 66-70 years |
-0.24 |
-0.85 |
0.36 |
0.31 |
0.43 |
| 71-75 years |
-0.31 |
-1.12 |
0.49 |
0.41 |
0.44 |
| 76+ years |
0.43 |
-1.13 |
1.99 |
0.80 |
0.59 |
| Mixed or multiple ethnic origins |
0.30 |
-0.42 |
1.01 |
0.37 |
0.42 |
| Asian or Asian British |
-0.25 |
-1.41 |
0.92 |
0.60 |
0.68 |
| African or African British |
-1.25 |
-3.01 |
0.51 |
0.90 |
0.16 |
| Other ethnicity |
0.04 |
-1.08 |
1.17 |
0.57 |
0.94 |
| Time difference: Lockdown to baseline |
0.00 |
-0.07 |
0.06 |
0.03 |
0.89 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-1.46" "-2.56" "-0.37" 0.56 0.009
2 Anxiety disorders " 0.13" "-0.91" " 1.16" 0.53 0.81
3 Eating disorders "-0.72" "-2.75" " 1.32" 1.04 0.49
4 OCDs "-0.24" "-1.65" " 1.16" 0.72 0.74
5 PTSD "-0.21" "-1.85" " 1.43" 0.84 0.80
6 Depressive disorders " 0.75" "-0.19" " 1.69" 0.48 0.12
7 Bipolar disorders " 0.76" "-0.26" " 1.77" 0.52 0.14
8 Female " 0.49" " 0.21" " 0.77" 0.14 5.29e-04
9 Non-binary/Self-defined " 0.42" "-0.37" " 1.22" 0.40 0.29
10 age_category_collapsed_reordered16-18 "-0.50" "-1.16" " 0.17" 0.34 0.14
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11144 0.00 0.00 2.98 0.007 6
Model 1b: Overlapping disorders, Adjusted
Model 1b + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.18 |
-2.07 |
-0.29 |
0.46 |
0.010 |
| Depressive and anxiety disorder |
0.38 |
-0.31 |
1.08 |
0.35 |
0.27 |
| Only depressive disorder |
0.92 |
0.18 |
1.67 |
0.38 |
0.02 |
| Only anxiety disorder |
-0.29 |
-1.07 |
0.49 |
0.40 |
0.47 |
| Eating disorders |
0.14 |
-0.20 |
0.47 |
0.17 |
0.42 |
| OCDs |
-0.26 |
-0.58 |
0.05 |
0.16 |
0.10 |
| Psychotic and bipolar disorder |
-0.40 |
-1.31 |
0.52 |
0.47 |
0.39 |
| Only psychotic disorder |
0.79 |
0.02 |
1.55 |
0.39 |
0.04 |
| Only bipolar disorder |
0.29 |
-0.17 |
0.74 |
0.23 |
0.22 |
| PTSD |
0.11 |
-0.18 |
0.41 |
0.15 |
0.46 |
| ASD |
0.25 |
-0.36 |
0.87 |
0.31 |
0.42 |
| ADHD |
-0.72 |
-1.55 |
0.11 |
0.42 |
0.09 |
| Personality disorder |
-0.19 |
-0.60 |
0.22 |
0.21 |
0.36 |
| Female |
0.46 |
0.18 |
0.74 |
0.14 |
0.001 |
| Non-binary/Self-defined |
0.46 |
-0.33 |
1.25 |
0.40 |
0.26 |
| age_category_collapsed_reordered16-18 |
-0.49 |
-1.15 |
0.17 |
0.34 |
0.15 |
| 19-25 years |
0.04 |
-0.32 |
0.41 |
0.18 |
0.81 |
| 36-45 years |
0.12 |
-0.20 |
0.43 |
0.16 |
0.47 |
| 46-55 years |
-0.09 |
-0.40 |
0.22 |
0.16 |
0.55 |
| 56-65 years |
0.09 |
-0.26 |
0.44 |
0.18 |
0.62 |
| 66-70 years |
-0.33 |
-0.94 |
0.28 |
0.31 |
0.29 |
| 71-75 years |
-0.30 |
-1.11 |
0.51 |
0.41 |
0.47 |
| 76+ years |
0.38 |
-1.19 |
1.94 |
0.80 |
0.64 |
| Mixed or multiple ethnic origins |
0.32 |
-0.40 |
1.04 |
0.37 |
0.39 |
| Asian or Asian British |
-0.18 |
-1.35 |
0.98 |
0.60 |
0.76 |
| African or African British |
-1.18 |
-2.94 |
0.58 |
0.90 |
0.19 |
| Other ethnicity |
-0.06 |
-1.17 |
1.04 |
0.56 |
0.91 |
| Key worker |
0.17 |
-0.05 |
0.39 |
0.11 |
0.12 |
| Time difference: Lockdown to baseline |
-0.01 |
-0.07 |
0.06 |
0.03 |
0.85 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-1.18" "-2.07" "-0.29" 0.46 0.010
2 Depressive and anxiety disorder " 0.38" "-0.31" " 1.08" 0.35 0.27
3 Only depressive disorder " 0.92" " 0.18" " 1.67" 0.38 0.02
4 Only anxiety disorder "-0.29" "-1.07" " 0.49" 0.40 0.47
5 Eating disorders " 0.14" "-0.20" " 0.47" 0.17 0.42
6 OCDs "-0.26" "-0.58" " 0.05" 0.16 0.10
7 Psychotic and bipolar disorder "-0.40" "-1.31" " 0.52" 0.47 0.39
8 Only psychotic disorder " 0.79" " 0.02" " 1.55" 0.39 0.04
9 Only bipolar disorder " 0.29" "-0.17" " 0.74" 0.23 0.22
10 PTSD " 0.11" "-0.18" " 0.41" 0.15 0.46
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
Model 2a: Disorder hierarchical, Adjusted with Age2
Model 0a + Gender_collapsed + age2+ Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.44 |
-2.51 |
-0.36 |
0.55 |
0.009 |
| Anxiety disorders |
0.13 |
-0.90 |
1.17 |
0.53 |
0.80 |
| Eating disorders |
-0.70 |
-2.74 |
1.33 |
1.04 |
0.50 |
| OCDs |
-0.23 |
-1.64 |
1.17 |
0.72 |
0.75 |
| PTSD |
-0.19 |
-1.83 |
1.45 |
0.84 |
0.82 |
| Depressive disorders |
0.76 |
-0.18 |
1.71 |
0.48 |
0.11 |
| Bipolar disorders |
0.76 |
-0.26 |
1.78 |
0.52 |
0.14 |
| Female |
0.49 |
0.21 |
0.77 |
0.14 |
5.24e-04 |
| Non-binary/Self-defined |
0.43 |
-0.37 |
1.22 |
0.40 |
0.29 |
| Age |
0.90 |
-10.29 |
12.09 |
5.71 |
0.87 |
| Age2 |
-9.06 |
-20.02 |
1.89 |
5.59 |
0.10 |
| Mixed or multiple ethnic origins |
0.30 |
-0.42 |
1.02 |
0.37 |
0.42 |
| Asian or Asian British |
-0.25 |
-1.42 |
0.92 |
0.60 |
0.67 |
| African or African British |
-1.26 |
-3.02 |
0.50 |
0.90 |
0.16 |
| Other ethnicity |
0.04 |
-1.08 |
1.16 |
0.57 |
0.95 |
| Time difference: Lockdown to baseline |
-0.01 |
-0.07 |
0.06 |
0.03 |
0.85 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-1.44" " -2.51" "-0.36" 0.55 0.009
2 Anxiety disorders " 0.13" " -0.90" " 1.17" 0.53 0.80
3 Eating disorders "-0.70" " -2.74" " 1.33" 1.04 0.50
4 OCDs "-0.23" " -1.64" " 1.17" 0.72 0.75
5 PTSD "-0.19" " -1.83" " 1.45" 0.84 0.82
6 Depressive disorders " 0.76" " -0.18" " 1.71" 0.48 0.11
7 Bipolar disorders " 0.76" " -0.26" " 1.78" 0.52 0.14
8 Female " 0.49" " 0.21" " 0.77" 0.14 5.24e-04
9 Non-binary/Self-defined " 0.43" " -0.37" " 1.22" 0.40 0.29
10 Age " 0.90" "-10.29" "12.09" 5.71 0.87
11 Age^2 "-9.06" "-20.02" " 1.89" 5.59 0.10
12 Mixed or multiple ethnic origins " 0.30" " -0.42" " 1.02" 0.37 0.42
13 Asian or Asian British "-0.25" " -1.42" " 0.92" 0.60 0.67
14 African or African British "-1.26" " -3.02" " 0.50" 0.90 0.16
15 Other ethnicity " 0.04" " -1.08" " 1.16" 0.57 0.95
16 Time difference: Lockdown to baseline "-0.01" " -0.07" " 0.06" 0.03 0.85
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11144 0.00 0.00 2.98 0.007 6
Model 2b: Overlapping disorders, Adjusted with Age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.19 |
-2.06 |
-0.33 |
0.44 |
0.007 |
| Depressive and anxiety disorder |
0.41 |
-0.28 |
1.10 |
0.35 |
0.25 |
| Only depressive disorder |
0.95 |
0.21 |
1.70 |
0.38 |
0.01 |
| Only anxiety disorder |
-0.27 |
-1.05 |
0.51 |
0.40 |
0.50 |
| Eating disorders |
0.13 |
-0.20 |
0.47 |
0.17 |
0.44 |
| OCDs |
-0.26 |
-0.58 |
0.05 |
0.16 |
0.10 |
| Psychotic and bipolar disorder |
-0.41 |
-1.32 |
0.50 |
0.47 |
0.38 |
| Only psychotic disorder |
0.79 |
0.03 |
1.55 |
0.39 |
0.04 |
| Only bipolar disorder |
0.28 |
-0.17 |
0.74 |
0.23 |
0.23 |
| PTSD |
0.10 |
-0.19 |
0.40 |
0.15 |
0.50 |
| ASD |
0.24 |
-0.37 |
0.85 |
0.31 |
0.44 |
| ADHD |
-0.72 |
-1.55 |
0.10 |
0.42 |
0.09 |
| Personality disorder |
-0.18 |
-0.59 |
0.23 |
0.21 |
0.39 |
| Female |
0.46 |
0.18 |
0.74 |
0.14 |
0.001 |
| Non-binary/Self-defined |
0.46 |
-0.33 |
1.25 |
0.40 |
0.25 |
| Age |
-2.04 |
-13.45 |
9.36 |
5.82 |
0.73 |
| Age2 |
-8.20 |
-19.49 |
3.09 |
5.76 |
0.15 |
| Mixed or multiple ethnic origins |
0.32 |
-0.40 |
1.04 |
0.37 |
0.38 |
| Asian or Asian British |
-0.19 |
-1.36 |
0.98 |
0.60 |
0.75 |
| African or African British |
-1.19 |
-2.95 |
0.57 |
0.90 |
0.18 |
| Other ethnicity |
-0.06 |
-1.17 |
1.04 |
0.56 |
0.91 |
| Key worker |
0.16 |
-0.06 |
0.38 |
0.11 |
0.15 |
| Time difference: Lockdown to baseline |
-0.01 |
-0.07 |
0.06 |
0.03 |
0.81 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-1.19" " -2.06" "-0.33" 0.44 0.007
2 Depressive and anxiety disorder " 0.41" " -0.28" " 1.10" 0.35 0.25
3 Only depressive disorder " 0.95" " 0.21" " 1.70" 0.38 0.01
4 Only anxiety disorder "-0.27" " -1.05" " 0.51" 0.40 0.50
5 Eating disorders " 0.13" " -0.20" " 0.47" 0.17 0.44
6 OCDs "-0.26" " -0.58" " 0.05" 0.16 0.10
7 Psychotic and bipolar disorder "-0.41" " -1.32" " 0.50" 0.47 0.38
8 Only psychotic disorder " 0.79" " 0.03" " 1.55" 0.39 0.04
9 Only bipolar disorder " 0.28" " -0.17" " 0.74" 0.23 0.23
10 PTSD " 0.10" " -0.19" " 0.40" 0.15 0.50
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11144 0.00 0.00 2.98 0.007 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.25 |
1.42 |
3.07 |
0.42 |
9.22e-08 |
| gad.sum_score_prepan |
0.55 |
0.53 |
0.56 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.59 |
-0.31 |
1.49 |
0.46 |
0.20 |
| Eating disorders |
0.79 |
-0.98 |
2.57 |
0.91 |
0.38 |
| OCDs |
1.42 |
0.19 |
2.65 |
0.63 |
0.02 |
| PTSD |
1.15 |
-0.27 |
2.57 |
0.73 |
0.11 |
| Depressive disorders |
1.51 |
0.68 |
2.33 |
0.42 |
3.39e-04 |
| Bipolar disorders |
1.86 |
0.98 |
2.75 |
0.45 |
3.80e-05 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 2.25 " 1.42" 3.07 0.42 9.22e-08
2 gad.sum_score_prepan 0.55 " 0.53" 0.56 0.01 0.00e+00
3 Anxiety disorders 0.59 "-0.31" 1.49 0.46 0.20
4 Eating disorders 0.79 "-0.98" 2.57 0.91 0.38
5 OCDs 1.42 " 0.19" 2.65 0.63 0.02
6 PTSD 1.15 "-0.27" 2.57 0.73 0.11
7 Depressive disorders 1.51 " 0.68" 2.33 0.42 3.39e-04
8 Bipolar disorders 1.86 " 0.98" 2.75 0.45 3.80e-05
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11144 |
0.32 |
0.32 |
743.84 |
0.00e+00 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11144 0.32 0.32 743.84 0.00e+00 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.98 |
2.38 |
3.58 |
0.30 |
1.34e-22 |
| gad.sum_score_prepan |
0.52 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.83 |
0.23 |
1.42 |
0.30 |
0.006 |
| Only depressive disorder |
-0.24 |
-0.88 |
0.40 |
0.33 |
0.47 |
| Only anxiety disorder |
0.11 |
-0.56 |
0.78 |
0.34 |
0.76 |
| Eating disorders |
0.73 |
0.44 |
1.02 |
0.15 |
6.17e-07 |
| OCDs |
0.61 |
0.34 |
0.88 |
0.14 |
1.08e-05 |
| Psychotic and bipolar disorder |
-0.53 |
-1.31 |
0.26 |
0.40 |
0.19 |
| Only psychotic disorder |
0.39 |
-0.27 |
1.05 |
0.34 |
0.24 |
| Only bipolar disorder |
0.17 |
-0.23 |
0.56 |
0.20 |
0.41 |
| PTSD |
0.75 |
0.50 |
1.01 |
0.13 |
5.96e-09 |
| ASD |
0.90 |
0.38 |
1.42 |
0.27 |
7.08e-04 |
| ADHD |
-0.13 |
-0.84 |
0.59 |
0.36 |
0.73 |
| Personality disorder |
0.92 |
0.56 |
1.27 |
0.18 |
3.95e-07 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.98" " 2.38" 3.58 0.30 1.34e-22
2 gad.sum_score_prepan " 0.52" " 0.50" 0.53 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.83" " 0.23" 1.42 0.30 0.006
4 Only depressive disorder "-0.24" "-0.88" 0.40 0.33 0.47
5 Only anxiety disorder " 0.11" "-0.56" 0.78 0.34 0.76
6 Eating disorders " 0.73" " 0.44" 1.02 0.15 6.17e-07
7 OCDs " 0.61" " 0.34" 0.88 0.14 1.08e-05
8 Psychotic and bipolar disorder "-0.53" "-1.31" 0.26 0.40 0.19
9 Only psychotic disorder " 0.39" "-0.27" 1.05 0.34 0.24
10 Only bipolar disorder " 0.17" "-0.23" 0.56 0.20 0.41
11 PTSD " 0.75" " 0.50" 1.01 0.13 5.96e-09
12 ASD " 0.90" " 0.38" 1.42 0.27 7.08e-04
13 ADHD "-0.13" "-0.84" 0.59 0.36 0.73
14 Personality disorder " 0.92" " 0.56" 1.27 0.18 3.95e-07
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11165 0.01 0.01 11.04 2.61e-12 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.44 |
1.48 |
3.41 |
0.49 |
7.57e-07 |
| gad.sum_score_prepan |
0.52 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.56 |
-0.34 |
1.46 |
0.46 |
0.22 |
| Eating disorders |
0.67 |
-1.09 |
2.44 |
0.90 |
0.45 |
| OCDs |
1.21 |
-0.01 |
2.43 |
0.62 |
0.05 |
| PTSD |
1.42 |
0.00 |
2.84 |
0.73 |
0.05 |
| Depressive disorders |
1.61 |
0.79 |
2.43 |
0.42 |
1.29e-04 |
| Bipolar disorders |
2.08 |
1.20 |
2.97 |
0.45 |
4.22e-06 |
| Female |
0.52 |
0.28 |
0.76 |
0.12 |
2.04e-05 |
| Non-binary/Self-defined |
0.81 |
0.13 |
1.50 |
0.35 |
0.02 |
| age_category_collapsed_reordered16-18 |
0.95 |
0.37 |
1.54 |
0.30 |
0.001 |
| 19-25 years |
0.73 |
0.41 |
1.04 |
0.16 |
5.96e-06 |
| 36-45 years |
-0.18 |
-0.45 |
0.10 |
0.14 |
0.20 |
| 46-55 years |
-0.51 |
-0.77 |
-0.24 |
0.14 |
2.06e-04 |
| 56-65 years |
-1.00 |
-1.30 |
-0.70 |
0.15 |
1.02e-10 |
| 66-70 years |
-2.05 |
-2.58 |
-1.52 |
0.27 |
5.10e-14 |
| 71-75 years |
-2.35 |
-3.06 |
-1.65 |
0.36 |
6.05e-11 |
| 76+ years |
-1.76 |
-3.12 |
-0.41 |
0.69 |
0.01 |
| Mixed or multiple ethnic origins |
0.08 |
-0.55 |
0.71 |
0.32 |
0.80 |
| Asian or Asian British |
-0.16 |
-1.18 |
0.85 |
0.52 |
0.75 |
| African or African British |
-0.47 |
-1.99 |
1.05 |
0.78 |
0.55 |
| Other ethnicity |
0.50 |
-0.48 |
1.47 |
0.50 |
0.32 |
| Key worker |
-0.33 |
-0.52 |
-0.15 |
0.10 |
5.01e-04 |
| Time difference: Lockdown to baseline |
0.00 |
-0.06 |
0.05 |
0.03 |
0.92 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.44" " 1.48" " 3.41" 0.49 7.57e-07
2 gad.sum_score_prepan " 0.52" " 0.50" " 0.53" 0.01 0.00e+00
3 Anxiety disorders " 0.56" "-0.34" " 1.46" 0.46 0.22
4 Eating disorders " 0.67" "-1.09" " 2.44" 0.90 0.45
5 OCDs " 1.21" "-0.01" " 2.43" 0.62 0.05
6 PTSD " 1.42" " 0.00" " 2.84" 0.73 0.05
7 Depressive disorders " 1.61" " 0.79" " 2.43" 0.42 1.29e-04
8 Bipolar disorders " 2.08" " 1.20" " 2.97" 0.45 4.22e-06
9 Female " 0.52" " 0.28" " 0.76" 0.12 2.04e-05
10 Non-binary/Self-defined " 0.81" " 0.13" " 1.50" 0.35 0.02
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11165 0.01 0.01 11.04 2.61e-12 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.08 |
2.30 |
3.85 |
0.40 |
1.02e-14 |
| gad.sum_score_prepan |
0.49 |
0.48 |
0.51 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.92 |
0.33 |
1.52 |
0.30 |
0.002 |
| Only depressive disorder |
0.01 |
-0.63 |
0.66 |
0.33 |
0.96 |
| Only anxiety disorder |
0.07 |
-0.60 |
0.74 |
0.34 |
0.83 |
| Eating disorders |
0.61 |
0.32 |
0.89 |
0.15 |
3.79e-05 |
| OCDs |
0.53 |
0.26 |
0.80 |
0.14 |
1.22e-04 |
| Psychotic and bipolar disorder |
-0.26 |
-1.05 |
0.52 |
0.40 |
0.51 |
| Only psychotic disorder |
0.45 |
-0.20 |
1.10 |
0.33 |
0.18 |
| Only bipolar disorder |
0.32 |
-0.07 |
0.71 |
0.20 |
0.11 |
| PTSD |
0.82 |
0.56 |
1.07 |
0.13 |
2.73e-10 |
| ASD |
0.70 |
0.18 |
1.23 |
0.27 |
0.009 |
| ADHD |
-0.21 |
-0.92 |
0.50 |
0.36 |
0.55 |
| Personality disorder |
0.80 |
0.44 |
1.15 |
0.18 |
1.06e-05 |
| Female |
0.40 |
0.16 |
0.64 |
0.12 |
9.85e-04 |
| Non-binary/Self-defined |
0.41 |
-0.27 |
1.09 |
0.35 |
0.23 |
| age_category_collapsed_reordered16-18 |
1.04 |
0.47 |
1.61 |
0.29 |
3.54e-04 |
| 19-25 years |
0.75 |
0.44 |
1.06 |
0.16 |
2.43e-06 |
| 36-45 years |
-0.15 |
-0.42 |
0.12 |
0.14 |
0.29 |
| 46-55 years |
-0.43 |
-0.70 |
-0.17 |
0.14 |
0.001 |
| 56-65 years |
-0.87 |
-1.17 |
-0.56 |
0.15 |
1.85e-08 |
| 66-70 years |
-1.84 |
-2.37 |
-1.31 |
0.27 |
8.37e-12 |
| 71-75 years |
-2.03 |
-2.73 |
-1.34 |
0.36 |
1.04e-08 |
| 76+ years |
-1.53 |
-2.87 |
-0.18 |
0.69 |
0.03 |
| Mixed or multiple ethnic origins |
0.06 |
-0.56 |
0.68 |
0.32 |
0.86 |
| Asian or Asian British |
-0.03 |
-1.03 |
0.97 |
0.51 |
0.96 |
| African or African British |
-0.39 |
-1.90 |
1.12 |
0.77 |
0.62 |
| Other ethnicity |
0.40 |
-0.55 |
1.34 |
0.48 |
0.41 |
| Key worker |
-0.22 |
-0.41 |
-0.04 |
0.09 |
0.02 |
| Time difference: Lockdown to baseline |
0.00 |
-0.05 |
0.06 |
0.03 |
0.89 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.08" " 2.30" " 3.85" 0.40 1.02e-14
2 gad.sum_score_prepan " 0.49" " 0.48" " 0.51" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.92" " 0.33" " 1.52" 0.30 0.002
4 Only depressive disorder " 0.01" "-0.63" " 0.66" 0.33 0.96
5 Only anxiety disorder " 0.07" "-0.60" " 0.74" 0.34 0.83
6 Eating disorders " 0.61" " 0.32" " 0.89" 0.15 3.79e-05
7 OCDs " 0.53" " 0.26" " 0.80" 0.14 1.22e-04
8 Psychotic and bipolar disorder "-0.26" "-1.05" " 0.52" 0.40 0.51
9 Only psychotic disorder " 0.45" "-0.20" " 1.10" 0.33 0.18
10 Only bipolar disorder " 0.32" "-0.07" " 0.71" 0.20 0.11
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11165 0.01 0.01 11.04 2.61e-12 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.18 |
1.24 |
3.13 |
0.48 |
6.32e-06 |
| gad.sum_score_prepan |
0.52 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.54 |
-0.35 |
1.44 |
0.46 |
0.24 |
| Eating disorders |
0.65 |
-1.12 |
2.41 |
0.90 |
0.47 |
| OCDs |
1.22 |
0.00 |
2.44 |
0.62 |
0.05 |
| PTSD |
1.39 |
-0.03 |
2.81 |
0.72 |
0.05 |
| Depressive disorders |
1.58 |
0.76 |
2.40 |
0.42 |
1.69e-04 |
| Bipolar disorders |
2.05 |
1.16 |
2.94 |
0.45 |
5.84e-06 |
| Female |
0.50 |
0.26 |
0.74 |
0.12 |
3.76e-05 |
| Non-binary/Self-defined |
0.79 |
0.11 |
1.48 |
0.35 |
0.02 |
| Age |
-71.59 |
-81.58 |
-61.60 |
5.10 |
2.00e-44 |
| Age2 |
-9.17 |
-18.94 |
0.60 |
4.98 |
0.07 |
| Mixed or multiple ethnic origins |
0.06 |
-0.56 |
0.69 |
0.32 |
0.85 |
| Asian or Asian British |
-0.16 |
-1.17 |
0.86 |
0.52 |
0.76 |
| African or African British |
-0.46 |
-1.98 |
1.06 |
0.78 |
0.55 |
| Other ethnicity |
0.49 |
-0.49 |
1.46 |
0.50 |
0.33 |
| Key worker |
-0.34 |
-0.53 |
-0.16 |
0.10 |
3.12e-04 |
| Time difference: Lockdown to baseline |
0.00 |
-0.06 |
0.05 |
0.03 |
0.95 |
# A tibble: 18 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.18" " 1.24" " 3.13" 0.48 6.32e-06
2 gad.sum_score_prepan " 0.52" " 0.50" " 0.53" 0.01 0.00e+00
3 Anxiety disorders " 0.54" " -0.35" " 1.44" 0.46 0.24
4 Eating disorders " 0.65" " -1.12" " 2.41" 0.90 0.47
5 OCDs " 1.22" " 0.00" " 2.44" 0.62 0.05
6 PTSD " 1.39" " -0.03" " 2.81" 0.72 0.05
7 Depressive disorders " 1.58" " 0.76" " 2.40" 0.42 1.69e-04
8 Bipolar disorders " 2.05" " 1.16" " 2.94" 0.45 5.84e-06
9 Female " 0.50" " 0.26" " 0.74" 0.12 3.76e-05
10 Non-binary/Self-defined " 0.79" " 0.11" " 1.48" 0.35 0.02
11 Age "-71.59" "-81.58" "-61.60" 5.10 2.00e-44
12 Age^2 " -9.17" "-18.94" " 0.60" 4.98 0.07
13 Mixed or multiple ethnic origins " 0.06" " -0.56" " 0.69" 0.32 0.85
14 Asian or Asian British " -0.16" " -1.17" " 0.86" 0.52 0.76
15 African or African British " -0.46" " -1.98" " 1.06" 0.78 0.55
16 Other ethnicity " 0.49" " -0.49" " 1.46" 0.50 0.33
17 Key worker " -0.34" " -0.53" " -0.16" 0.10 3.12e-04
18 Time difference: Lockdown to baseline " 0.00" " -0.06" " 0.05" 0.03 0.95
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11165 0.01 0.01 11.04 2.61e-12 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.88 |
2.13 |
3.63 |
0.38 |
5.85e-14 |
| gad.sum_score_prepan |
0.49 |
0.48 |
0.51 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.88 |
0.29 |
1.47 |
0.30 |
0.004 |
| Only depressive disorder |
0.00 |
-0.64 |
0.64 |
0.33 |
0.99 |
| Only anxiety disorder |
0.04 |
-0.63 |
0.71 |
0.34 |
0.90 |
| Eating disorders |
0.61 |
0.32 |
0.90 |
0.15 |
3.27e-05 |
| OCDs |
0.52 |
0.25 |
0.79 |
0.14 |
1.44e-04 |
| Psychotic and bipolar disorder |
-0.25 |
-1.03 |
0.54 |
0.40 |
0.54 |
| Only psychotic disorder |
0.47 |
-0.18 |
1.12 |
0.33 |
0.16 |
| Only bipolar disorder |
0.32 |
-0.07 |
0.71 |
0.20 |
0.11 |
| PTSD |
0.83 |
0.57 |
1.08 |
0.13 |
1.83e-10 |
| ASD |
0.73 |
0.20 |
1.25 |
0.27 |
0.007 |
| ADHD |
-0.25 |
-0.96 |
0.46 |
0.36 |
0.49 |
| Personality disorder |
0.75 |
0.40 |
1.10 |
0.18 |
3.10e-05 |
| Female |
0.39 |
0.15 |
0.63 |
0.12 |
0.002 |
| Non-binary/Self-defined |
0.40 |
-0.28 |
1.08 |
0.35 |
0.25 |
| Age |
-66.01 |
-76.00 |
-56.03 |
5.09 |
4.04e-38 |
| Age2 |
-5.69 |
-15.38 |
4.00 |
4.94 |
0.25 |
| Mixed or multiple ethnic origins |
0.04 |
-0.58 |
0.66 |
0.32 |
0.90 |
| Asian or Asian British |
-0.03 |
-1.03 |
0.97 |
0.51 |
0.95 |
| African or African British |
-0.38 |
-1.89 |
1.13 |
0.77 |
0.62 |
| Other ethnicity |
0.39 |
-0.56 |
1.33 |
0.48 |
0.42 |
| Key worker |
-0.23 |
-0.42 |
-0.05 |
0.09 |
0.01 |
| Time difference: Lockdown to baseline |
0.00 |
-0.05 |
0.06 |
0.03 |
0.87 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.88" " 2.13" " 3.63" 0.38 5.85e-14
2 gad.sum_score_prepan " 0.49" " 0.48" " 0.51" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.88" " 0.29" " 1.47" 0.30 0.004
4 Only depressive disorder " 0.00" " -0.64" " 0.64" 0.33 0.99
5 Only anxiety disorder " 0.04" " -0.63" " 0.71" 0.34 0.90
6 Eating disorders " 0.61" " 0.32" " 0.90" 0.15 3.27e-05
7 OCDs " 0.52" " 0.25" " 0.79" 0.14 1.44e-04
8 Psychotic and bipolar disorder " -0.25" " -1.03" " 0.54" 0.40 0.54
9 Only psychotic disorder " 0.47" " -0.18" " 1.12" 0.33 0.16
10 Only bipolar disorder " 0.32" " -0.07" " 0.71" 0.20 0.11
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11165 0.01 0.01 11.04 2.61e-12 6
GAD prepan: sensitivity
Regression: Absolute scores
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
Subset of participants 3 months prior to pandemic
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.34 |
-0.05 |
4.72 |
1.21 |
0.05 |
| gad.sum_score_prepan |
0.54 |
0.49 |
0.60 |
0.03 |
1.22e-63 |
| Depressive and anxiety disorder |
0.73 |
-0.92 |
2.38 |
0.84 |
0.39 |
| Only depressive disorder |
-0.27 |
-2.04 |
1.51 |
0.90 |
0.77 |
| Only anxiety disorder |
0.11 |
-1.87 |
2.08 |
1.01 |
0.92 |
| Eating disorders |
0.88 |
-0.16 |
1.92 |
0.53 |
0.10 |
| OCDs |
0.03 |
-1.02 |
1.08 |
0.54 |
0.96 |
| Psychotic and bipolar disorder |
-0.81 |
-3.33 |
1.71 |
1.28 |
0.53 |
| Only psychotic disorder |
0.37 |
-2.23 |
2.96 |
1.32 |
0.78 |
| Only bipolar disorder |
-0.53 |
-2.17 |
1.11 |
0.84 |
0.53 |
| PTSD |
2.02 |
1.06 |
2.98 |
0.49 |
3.84e-05 |
| ASD |
1.10 |
-0.73 |
2.92 |
0.93 |
0.24 |
| ADHD |
-0.19 |
-2.74 |
2.36 |
1.30 |
0.88 |
| Personality disorder |
-0.51 |
-1.83 |
0.80 |
0.67 |
0.44 |
| Female |
0.64 |
-0.22 |
1.49 |
0.44 |
0.14 |
| Non-binary/Self-defined |
-0.79 |
-3.92 |
2.33 |
1.59 |
0.62 |
| age_category_collapsed_reordered16-18 |
1.36 |
-0.51 |
3.22 |
0.95 |
0.15 |
| 19-25 years |
0.83 |
-0.44 |
2.10 |
0.64 |
0.20 |
| 36-45 years |
-0.05 |
-1.11 |
1.01 |
0.54 |
0.93 |
| 46-55 years |
-0.36 |
-1.42 |
0.70 |
0.54 |
0.50 |
| 56-65 years |
-0.27 |
-1.38 |
0.84 |
0.56 |
0.63 |
| 66-70 years |
-1.36 |
-3.33 |
0.61 |
1.00 |
0.17 |
| 71-75 years |
-0.92 |
-3.73 |
1.88 |
1.43 |
0.52 |
| 76+ years |
0.39 |
-3.07 |
3.86 |
1.76 |
0.82 |
| Mixed or multiple ethnic origins |
-0.49 |
-2.75 |
1.78 |
1.15 |
0.67 |
| Asian or Asian British |
-0.18 |
-3.79 |
3.43 |
1.84 |
0.92 |
| African or African British |
-3.14 |
-7.41 |
1.13 |
2.18 |
0.15 |
| Other ethnicity |
0.61 |
-3.62 |
4.84 |
2.16 |
0.78 |
| Key worker |
0.25 |
-0.48 |
0.97 |
0.37 |
0.50 |
| Time difference: Lockdown to baseline |
-0.01 |
-0.18 |
0.16 |
0.09 |
0.89 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.34" "-0.05" 4.72 1.21 0.05
2 gad.sum_score_prepan " 0.54" " 0.49" 0.60 0.03 1.22e-63
3 Depressive and anxiety disorder " 0.73" "-0.92" 2.38 0.84 0.39
4 Only depressive disorder "-0.27" "-2.04" 1.51 0.90 0.77
5 Only anxiety disorder " 0.11" "-1.87" 2.08 1.01 0.92
6 Eating disorders " 0.88" "-0.16" 1.92 0.53 0.10
7 OCDs " 0.03" "-1.02" 1.08 0.54 0.96
8 Psychotic and bipolar disorder "-0.81" "-3.33" 1.71 1.28 0.53
9 Only psychotic disorder " 0.37" "-2.23" 2.96 1.32 0.78
10 Only bipolar disorder "-0.53" "-2.17" 1.11 0.84 0.53
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 828 |
0.01 |
0.00 |
1.47 |
0.18 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 828 0.01 0.00 1.47 0.18 6
Subset of participants 6 months prior to pandemic
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.12 |
0.46 |
3.79 |
0.85 |
0.01 |
| gad.sum_score_prepan |
0.54 |
0.50 |
0.58 |
0.02 |
1.01e-128 |
| Depressive and anxiety disorder |
0.82 |
-0.26 |
1.90 |
0.55 |
0.14 |
| Only depressive disorder |
-0.20 |
-1.39 |
0.98 |
0.60 |
0.74 |
| Only anxiety disorder |
0.31 |
-0.99 |
1.62 |
0.66 |
0.64 |
| Eating disorders |
0.55 |
-0.20 |
1.30 |
0.38 |
0.15 |
| OCDs |
0.58 |
-0.12 |
1.28 |
0.36 |
0.11 |
| Psychotic and bipolar disorder |
-0.47 |
-2.50 |
1.56 |
1.03 |
0.65 |
| Only psychotic disorder |
0.47 |
-1.08 |
2.02 |
0.79 |
0.55 |
| Only bipolar disorder |
-0.10 |
-1.15 |
0.96 |
0.54 |
0.85 |
| PTSD |
1.73 |
1.07 |
2.40 |
0.34 |
4.05e-07 |
| ASD |
0.33 |
-1.04 |
1.69 |
0.70 |
0.64 |
| ADHD |
-0.61 |
-2.22 |
1.00 |
0.82 |
0.46 |
| Personality disorder |
0.51 |
-0.40 |
1.43 |
0.47 |
0.27 |
| Female |
0.58 |
-0.02 |
1.18 |
0.31 |
0.06 |
| Non-binary/Self-defined |
0.94 |
-0.98 |
2.86 |
0.98 |
0.34 |
| age_category_collapsed_reordered16-18 |
1.26 |
0.11 |
2.41 |
0.59 |
0.03 |
| 19-25 years |
0.90 |
0.02 |
1.78 |
0.45 |
0.04 |
| 36-45 years |
-0.28 |
-1.03 |
0.47 |
0.38 |
0.47 |
| 46-55 years |
-0.59 |
-1.33 |
0.15 |
0.38 |
0.12 |
| 56-65 years |
-0.46 |
-1.26 |
0.33 |
0.40 |
0.25 |
| 66-70 years |
-1.02 |
-2.36 |
0.31 |
0.68 |
0.13 |
| 71-75 years |
-1.42 |
-3.01 |
0.17 |
0.81 |
0.08 |
| 76+ years |
0.41 |
-2.05 |
2.87 |
1.25 |
0.74 |
| Mixed or multiple ethnic origins |
0.71 |
-0.84 |
2.27 |
0.79 |
0.37 |
| Asian or Asian British |
-0.71 |
-2.78 |
1.36 |
1.06 |
0.50 |
| African or African British |
-3.09 |
-6.58 |
0.40 |
1.78 |
0.08 |
| Other ethnicity |
-0.37 |
-2.84 |
2.10 |
1.26 |
0.77 |
| Key worker |
0.06 |
-0.43 |
0.56 |
0.25 |
0.80 |
| Time difference: Lockdown to baseline |
0.00 |
-0.14 |
0.13 |
0.07 |
0.95 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.12" " 0.46" 3.79 0.85 0.01
2 gad.sum_score_prepan " 0.54" " 0.50" 0.58 0.02 1.01e-128
3 Depressive and anxiety disorder " 0.82" "-0.26" 1.90 0.55 0.14
4 Only depressive disorder "-0.20" "-1.39" 0.98 0.60 0.74
5 Only anxiety disorder " 0.31" "-0.99" 1.62 0.66 0.64
6 Eating disorders " 0.55" "-0.20" 1.30 0.38 0.15
7 OCDs " 0.58" "-0.12" 1.28 0.36 0.11
8 Psychotic and bipolar disorder "-0.47" "-2.50" 1.56 1.03 0.65
9 Only psychotic disorder " 0.47" "-1.08" 2.02 0.79 0.55
10 Only bipolar disorder "-0.10" "-1.15" 0.96 0.54 0.85
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1634 |
0.00 |
0.00 |
1.22 |
0.29 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1634 0.00 0.00 1.22 0.29 6
Subset of participants 9 months prior to pandemic
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.69 |
1.39 |
4.00 |
0.67 |
5.44e-05 |
| gad.sum_score_prepan |
0.53 |
0.50 |
0.57 |
0.02 |
6.23e-209 |
| Depressive and anxiety disorder |
1.03 |
0.18 |
1.89 |
0.44 |
0.02 |
| Only depressive disorder |
0.23 |
-0.70 |
1.15 |
0.47 |
0.63 |
| Only anxiety disorder |
0.50 |
-0.54 |
1.54 |
0.53 |
0.34 |
| Eating disorders |
0.91 |
0.34 |
1.49 |
0.29 |
0.002 |
| OCDs |
0.57 |
0.03 |
1.12 |
0.28 |
0.04 |
| Psychotic and bipolar disorder |
-0.68 |
-2.19 |
0.82 |
0.77 |
0.37 |
| Only psychotic disorder |
0.74 |
-0.47 |
1.95 |
0.62 |
0.23 |
| Only bipolar disorder |
0.21 |
-0.59 |
1.02 |
0.41 |
0.60 |
| PTSD |
1.36 |
0.85 |
1.87 |
0.26 |
1.51e-07 |
| ASD |
0.07 |
-0.99 |
1.13 |
0.54 |
0.90 |
| ADHD |
-0.62 |
-1.94 |
0.69 |
0.67 |
0.35 |
| Personality disorder |
0.78 |
0.08 |
1.48 |
0.36 |
0.03 |
| Female |
0.42 |
-0.03 |
0.87 |
0.23 |
0.07 |
| Non-binary/Self-defined |
0.99 |
-0.43 |
2.40 |
0.72 |
0.17 |
| age_category_collapsed_reordered16-18 |
1.12 |
0.12 |
2.11 |
0.51 |
0.03 |
| 19-25 years |
0.48 |
-0.21 |
1.17 |
0.35 |
0.17 |
| 36-45 years |
-0.24 |
-0.81 |
0.33 |
0.29 |
0.41 |
| 46-55 years |
-0.53 |
-1.09 |
0.02 |
0.28 |
0.06 |
| 56-65 years |
-0.80 |
-1.40 |
-0.20 |
0.30 |
0.009 |
| 66-70 years |
-1.24 |
-2.22 |
-0.25 |
0.50 |
0.01 |
| 71-75 years |
-1.04 |
-2.22 |
0.15 |
0.60 |
0.09 |
| 76+ years |
-0.61 |
-2.65 |
1.43 |
1.04 |
0.56 |
| Mixed or multiple ethnic origins |
0.84 |
-0.47 |
2.15 |
0.67 |
0.21 |
| Asian or Asian British |
-0.16 |
-1.77 |
1.46 |
0.83 |
0.85 |
| African or African British |
0.84 |
-1.78 |
3.46 |
1.34 |
0.53 |
| Other ethnicity |
-0.38 |
-2.04 |
1.29 |
0.85 |
0.66 |
| Key worker |
-0.05 |
-0.43 |
0.32 |
0.19 |
0.78 |
| Time difference: Lockdown to baseline |
-0.06 |
-0.16 |
0.05 |
0.05 |
0.28 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.69" " 1.39" " 4.00" 0.67 5.44e-05
2 gad.sum_score_prepan " 0.53" " 0.50" " 0.57" 0.02 6.23e-209
3 Depressive and anxiety disorder " 1.03" " 0.18" " 1.89" 0.44 0.02
4 Only depressive disorder " 0.23" "-0.70" " 1.15" 0.47 0.63
5 Only anxiety disorder " 0.50" "-0.54" " 1.54" 0.53 0.34
6 Eating disorders " 0.91" " 0.34" " 1.49" 0.29 0.002
7 OCDs " 0.57" " 0.03" " 1.12" 0.28 0.04
8 Psychotic and bipolar disorder "-0.68" "-2.19" " 0.82" 0.77 0.37
9 Only psychotic disorder " 0.74" "-0.47" " 1.95" 0.62 0.23
10 Only bipolar disorder " 0.21" "-0.59" " 1.02" 0.41 0.60
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 2710 |
0.01 |
0.00 |
2.99 |
0.007 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 2710 0.01 0.00 2.99 0.007 6
##KT
GAD retro
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.58 |
2.44 |
2.72 |
0.07 |
9.69e-272 |
| Anxiety disorders |
0.82 |
0.51 |
1.13 |
0.16 |
1.80e-07 |
| Eating disorders |
0.41 |
-0.51 |
1.33 |
0.47 |
0.38 |
| OCDs |
1.10 |
0.32 |
1.88 |
0.40 |
0.006 |
| PTSD |
1.01 |
0.24 |
1.78 |
0.39 |
0.01 |
| Depressive disorders |
0.87 |
0.71 |
1.04 |
0.09 |
4.00e-24 |
| Bipolar disorders |
0.86 |
0.49 |
1.24 |
0.19 |
5.71e-06 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 2.58 " 2.44" 2.72 0.07 9.69e-272
2 Anxiety disorders 0.82 " 0.51" 1.13 0.16 1.80e-07
3 Eating disorders 0.41 "-0.51" 1.33 0.47 0.38
4 OCDs 1.10 " 0.32" 1.88 0.40 0.006
5 PTSD 1.01 " 0.24" 1.78 0.39 0.01
6 Depressive disorders 0.87 " 0.71" 1.04 0.09 4.00e-24
7 Bipolar disorders 0.86 " 0.49" 1.24 0.19 5.71e-06
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 18588 |
0.01 |
0.01 |
18.23 |
3.23e-21 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 18588 0.01 0.01 18.23 3.23e-21 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.58 |
2.45 |
2.71 |
0.07 |
2.17e-303 |
| Depressive and anxiety disorder |
0.85 |
0.68 |
1.03 |
0.09 |
4.94e-21 |
| Only depressive disorder |
0.25 |
0.01 |
0.48 |
0.12 |
0.04 |
| Only anxiety disorder |
0.86 |
0.58 |
1.15 |
0.14 |
2.26e-09 |
| Eating disorders |
0.49 |
0.22 |
0.76 |
0.14 |
4.28e-04 |
| OCDs |
0.05 |
-0.21 |
0.31 |
0.13 |
0.72 |
| Psychotic and bipolar disorder |
-0.20 |
-0.96 |
0.56 |
0.39 |
0.61 |
| Only psychotic disorder |
-0.28 |
-0.94 |
0.38 |
0.34 |
0.41 |
| Only bipolar disorder |
-0.21 |
-0.62 |
0.19 |
0.21 |
0.30 |
| PTSD |
0.41 |
0.17 |
0.66 |
0.12 |
8.72e-04 |
| ASD |
0.36 |
-0.12 |
0.83 |
0.24 |
0.14 |
| ADHD |
0.01 |
-0.63 |
0.64 |
0.32 |
0.99 |
| Personality disorder |
0.29 |
-0.06 |
0.64 |
0.18 |
0.11 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.58" " 2.45" 2.71 0.07 2.17e-303
2 Depressive and anxiety disorder " 0.85" " 0.68" 1.03 0.09 4.94e-21
3 Only depressive disorder " 0.25" " 0.01" 0.48 0.12 0.04
4 Only anxiety disorder " 0.86" " 0.58" 1.15 0.14 2.26e-09
5 Eating disorders " 0.49" " 0.22" 0.76 0.14 4.28e-04
6 OCDs " 0.05" "-0.21" 0.31 0.13 0.72
7 Psychotic and bipolar disorder "-0.20" "-0.96" 0.56 0.39 0.61
8 Only psychotic disorder "-0.28" "-0.94" 0.38 0.34 0.41
9 Only bipolar disorder "-0.21" "-0.62" 0.19 0.21 0.30
10 PTSD " 0.41" " 0.17" 0.66 0.12 8.72e-04
11 ASD " 0.36" "-0.12" 0.83 0.24 0.14
12 ADHD " 0.01" "-0.63" 0.64 0.32 0.99
13 Personality disorder " 0.29" "-0.06" 0.64 0.18 0.11
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 18588 |
0.01 |
0.01 |
18.23 |
3.23e-21 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 18588 0.01 0.01 18.23 3.23e-21 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
4.16 |
3.79 |
4.52 |
0.19 |
4.36e-106 |
| Anxiety disorders |
0.57 |
0.25 |
0.90 |
0.17 |
5.51e-04 |
| Eating disorders |
0.02 |
-0.91 |
0.96 |
0.48 |
0.96 |
| OCDs |
0.54 |
-0.25 |
1.34 |
0.41 |
0.18 |
| PTSD |
0.78 |
-0.02 |
1.58 |
0.41 |
0.06 |
| Depressive disorders |
0.63 |
0.45 |
0.82 |
0.10 |
3.17e-11 |
| Bipolar disorders |
0.65 |
0.26 |
1.03 |
0.20 |
9.77e-04 |
| Female |
0.77 |
0.57 |
0.97 |
0.10 |
2.26e-14 |
| Non-binary/Self-defined |
-0.24 |
-0.90 |
0.42 |
0.34 |
0.48 |
| age_category_collapsed_reordered16-18 |
-0.31 |
-0.74 |
0.11 |
0.22 |
0.15 |
| 19-25 years |
0.70 |
0.41 |
0.99 |
0.15 |
3.16e-06 |
| 36-45 years |
-0.49 |
-0.75 |
-0.24 |
0.13 |
1.58e-04 |
| 46-55 years |
-0.69 |
-0.93 |
-0.45 |
0.12 |
2.15e-08 |
| 56-65 years |
-0.84 |
-1.09 |
-0.60 |
0.12 |
1.18e-11 |
| 66-70 years |
-1.13 |
-1.49 |
-0.78 |
0.18 |
4.01e-10 |
| 71-75 years |
-1.54 |
-1.97 |
-1.10 |
0.22 |
4.82e-12 |
| 76+ years |
-1.84 |
-2.60 |
-1.09 |
0.38 |
1.69e-06 |
| Mixed or multiple ethnic origins |
-0.65 |
-1.19 |
-0.11 |
0.28 |
0.02 |
| Asian or Asian British |
-0.45 |
-1.16 |
0.26 |
0.36 |
0.22 |
| African or African British |
-0.56 |
-1.73 |
0.62 |
0.60 |
0.35 |
| Other ethnicity |
-0.03 |
-0.99 |
0.93 |
0.49 |
0.95 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.26 |
-0.19 |
0.02 |
5.86e-34 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 4.16" " 3.79" " 4.52" 0.19 4.36e-106
2 Anxiety disorders " 0.57" " 0.25" " 0.90" 0.17 5.51e-04
3 Eating disorders " 0.02" "-0.91" " 0.96" 0.48 0.96
4 OCDs " 0.54" "-0.25" " 1.34" 0.41 0.18
5 PTSD " 0.78" "-0.02" " 1.58" 0.41 0.06
6 Depressive disorders " 0.63" " 0.45" " 0.82" 0.10 3.17e-11
7 Bipolar disorders " 0.65" " 0.26" " 1.03" 0.20 9.77e-04
8 Female " 0.77" " 0.57" " 0.97" 0.10 2.26e-14
9 Non-binary/Self-defined "-0.24" "-0.90" " 0.42" 0.34 0.48
10 age_category_collapsed_reordered16-18 "-0.31" "-0.74" " 0.11" 0.22 0.15
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 18588 |
0.01 |
0.01 |
18.23 |
3.23e-21 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 18588 0.01 0.01 18.23 3.23e-21 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.94 |
3.57 |
4.31 |
0.19 |
2.84e-95 |
| Depressive and anxiety disorder |
0.65 |
0.46 |
0.85 |
0.10 |
4.95e-11 |
| Only depressive disorder |
0.25 |
0.00 |
0.51 |
0.13 |
0.05 |
| Only anxiety disorder |
0.63 |
0.34 |
0.93 |
0.15 |
2.96e-05 |
| Eating disorders |
0.29 |
0.01 |
0.56 |
0.14 |
0.04 |
| OCDs |
-0.09 |
-0.36 |
0.17 |
0.14 |
0.50 |
| Psychotic and bipolar disorder |
0.09 |
-0.67 |
0.86 |
0.39 |
0.81 |
| Only psychotic disorder |
-0.05 |
-0.71 |
0.62 |
0.34 |
0.89 |
| Only bipolar disorder |
-0.11 |
-0.52 |
0.30 |
0.21 |
0.60 |
| PTSD |
0.43 |
0.18 |
0.68 |
0.13 |
6.93e-04 |
| ASD |
0.36 |
-0.13 |
0.85 |
0.25 |
0.15 |
| ADHD |
-0.06 |
-0.70 |
0.58 |
0.33 |
0.86 |
| Personality disorder |
0.18 |
-0.18 |
0.54 |
0.18 |
0.32 |
| Female |
0.73 |
0.53 |
0.93 |
0.10 |
4.31e-13 |
| Non-binary/Self-defined |
-0.32 |
-0.98 |
0.34 |
0.34 |
0.35 |
| age_category_collapsed_reordered16-18 |
-0.20 |
-0.62 |
0.22 |
0.21 |
0.35 |
| 19-25 years |
0.74 |
0.45 |
1.03 |
0.15 |
7.36e-07 |
| 36-45 years |
-0.49 |
-0.75 |
-0.24 |
0.13 |
1.43e-04 |
| 46-55 years |
-0.67 |
-0.91 |
-0.43 |
0.12 |
5.39e-08 |
| 56-65 years |
-0.72 |
-0.96 |
-0.47 |
0.13 |
1.26e-08 |
| 66-70 years |
-0.87 |
-1.23 |
-0.50 |
0.18 |
2.68e-06 |
| 71-75 years |
-1.28 |
-1.72 |
-0.84 |
0.22 |
1.32e-08 |
| 76+ years |
-1.57 |
-2.31 |
-0.82 |
0.38 |
3.88e-05 |
| Mixed or multiple ethnic origins |
-0.57 |
-1.10 |
-0.04 |
0.27 |
0.04 |
| Asian or Asian British |
-0.22 |
-0.90 |
0.46 |
0.35 |
0.53 |
| African or African British |
-0.63 |
-1.80 |
0.53 |
0.59 |
0.29 |
| Other ethnicity |
-0.10 |
-1.04 |
0.83 |
0.48 |
0.83 |
| Key worker |
0.31 |
0.15 |
0.48 |
0.08 |
1.21e-04 |
| Time difference: Lockdown to baseline |
-0.22 |
-0.26 |
-0.19 |
0.02 |
4.99e-34 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.94" " 3.57" " 4.31" 0.19 2.84e-95
2 Depressive and anxiety disorder " 0.65" " 0.46" " 0.85" 0.10 4.95e-11
3 Only depressive disorder " 0.25" " 0.00" " 0.51" 0.13 0.05
4 Only anxiety disorder " 0.63" " 0.34" " 0.93" 0.15 2.96e-05
5 Eating disorders " 0.29" " 0.01" " 0.56" 0.14 0.04
6 OCDs "-0.09" "-0.36" " 0.17" 0.14 0.50
7 Psychotic and bipolar disorder " 0.09" "-0.67" " 0.86" 0.39 0.81
8 Only psychotic disorder "-0.05" "-0.71" " 0.62" 0.34 0.89
9 Only bipolar disorder "-0.11" "-0.52" " 0.30" 0.21 0.60
10 PTSD " 0.43" " 0.18" " 0.68" 0.13 6.93e-04
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 18588 |
0.01 |
0.01 |
18.23 |
3.23e-21 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 18588 0.01 0.01 18.23 3.23e-21 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.11 |
1.67 |
2.55 |
0.22 |
4.09e-21 |
| Anxiety disorders |
0.54 |
0.13 |
0.95 |
0.21 |
0.010 |
| Eating disorders |
0.38 |
-0.80 |
1.56 |
0.60 |
0.52 |
| OCDs |
0.30 |
-0.73 |
1.34 |
0.53 |
0.57 |
| PTSD |
1.17 |
0.06 |
2.28 |
0.57 |
0.04 |
| Depressive disorders |
0.95 |
0.72 |
1.18 |
0.12 |
1.36e-15 |
| Bipolar disorders |
1.00 |
0.56 |
1.44 |
0.22 |
7.90e-06 |
| Female |
0.64 |
0.41 |
0.86 |
0.11 |
2.52e-08 |
| Non-binary/Self-defined |
-0.60 |
-1.34 |
0.14 |
0.38 |
0.11 |
| Age |
-78.52 |
-90.65 |
-66.40 |
6.19 |
1.10e-36 |
| Age2 |
7.26 |
-4.22 |
18.74 |
5.86 |
0.22 |
| Mixed or multiple ethnic origins |
-0.67 |
-1.30 |
-0.04 |
0.32 |
0.04 |
| Asian or Asian British |
-0.22 |
-1.14 |
0.69 |
0.47 |
0.63 |
| African or African British |
-0.67 |
-2.12 |
0.79 |
0.74 |
0.37 |
| Other ethnicity |
0.16 |
-0.97 |
1.29 |
0.58 |
0.78 |
| Time difference: Lockdown to baseline |
-0.07 |
-0.12 |
-0.02 |
0.03 |
0.007 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.11" " 1.67" " 2.55" 0.22 4.09e-21
2 Anxiety disorders " 0.54" " 0.13" " 0.95" 0.21 0.010
3 Eating disorders " 0.38" " -0.80" " 1.56" 0.60 0.52
4 OCDs " 0.30" " -0.73" " 1.34" 0.53 0.57
5 PTSD " 1.17" " 0.06" " 2.28" 0.57 0.04
6 Depressive disorders " 0.95" " 0.72" " 1.18" 0.12 1.36e-15
7 Bipolar disorders " 1.00" " 0.56" " 1.44" 0.22 7.90e-06
8 Female " 0.64" " 0.41" " 0.86" 0.11 2.52e-08
9 Non-binary/Self-defined " -0.60" " -1.34" " 0.14" 0.38 0.11
10 Age "-78.52" "-90.65" "-66.40" 6.19 1.10e-36
11 Age^2 " 7.26" " -4.22" " 18.74" 5.86 0.22
12 Mixed or multiple ethnic origins " -0.67" " -1.30" " -0.04" 0.32 0.04
13 Asian or Asian British " -0.22" " -1.14" " 0.69" 0.47 0.63
14 African or African British " -0.67" " -2.12" " 0.79" 0.74 0.37
15 Other ethnicity " 0.16" " -0.97" " 1.29" 0.58 0.78
16 Time difference: Lockdown to baseline " -0.07" " -0.12" " -0.02" 0.03 0.007
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 13420 |
0.01 |
0.01 |
30.14 |
4.04e-36 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 13420 0.01 0.01 30.14 4.04e-36 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
1.99 |
1.55 |
2.43 |
0.22 |
5.70e-19 |
| Depressive and anxiety disorder |
0.95 |
0.71 |
1.18 |
0.12 |
5.37e-15 |
| Only depressive disorder |
0.48 |
0.17 |
0.79 |
0.16 |
0.002 |
| Only anxiety disorder |
0.60 |
0.22 |
0.98 |
0.19 |
0.002 |
| Eating disorders |
0.26 |
-0.05 |
0.58 |
0.16 |
0.10 |
| OCDs |
-0.27 |
-0.57 |
0.03 |
0.15 |
0.08 |
| Psychotic and bipolar disorder |
0.33 |
-0.58 |
1.23 |
0.46 |
0.48 |
| Only psychotic disorder |
-0.06 |
-0.81 |
0.68 |
0.38 |
0.87 |
| Only bipolar disorder |
-0.12 |
-0.56 |
0.33 |
0.23 |
0.61 |
| PTSD |
0.58 |
0.30 |
0.86 |
0.14 |
5.60e-05 |
| ASD |
0.15 |
-0.44 |
0.73 |
0.30 |
0.62 |
| ADHD |
0.09 |
-0.69 |
0.88 |
0.40 |
0.82 |
| Personality disorder |
0.31 |
-0.09 |
0.71 |
0.20 |
0.13 |
| Female |
0.57 |
0.35 |
0.79 |
0.11 |
5.73e-07 |
| Non-binary/Self-defined |
-0.73 |
-1.46 |
0.01 |
0.38 |
0.05 |
| Age |
-71.01 |
-83.47 |
-58.55 |
6.35 |
7.47e-29 |
| Age2 |
14.88 |
3.18 |
26.59 |
5.97 |
0.01 |
| Mixed or multiple ethnic origins |
-0.62 |
-1.24 |
0.01 |
0.32 |
0.05 |
| Asian or Asian British |
-0.10 |
-0.99 |
0.79 |
0.45 |
0.82 |
| African or African British |
-0.68 |
-2.13 |
0.77 |
0.74 |
0.36 |
| Other ethnicity |
-0.04 |
-1.15 |
1.06 |
0.56 |
0.94 |
| Key worker |
0.33 |
0.14 |
0.51 |
0.09 |
4.57e-04 |
| Time difference: Lockdown to baseline |
-0.07 |
-0.12 |
-0.02 |
0.03 |
0.009 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 1.99" " 1.55" " 2.43" 0.22 5.70e-19
2 Depressive and anxiety disorder " 0.95" " 0.71" " 1.18" 0.12 5.37e-15
3 Only depressive disorder " 0.48" " 0.17" " 0.79" 0.16 0.002
4 Only anxiety disorder " 0.60" " 0.22" " 0.98" 0.19 0.002
5 Eating disorders " 0.26" " -0.05" " 0.58" 0.16 0.10
6 OCDs " -0.27" " -0.57" " 0.03" 0.15 0.08
7 Psychotic and bipolar disorder " 0.33" " -0.58" " 1.23" 0.46 0.48
8 Only psychotic disorder " -0.06" " -0.81" " 0.68" 0.38 0.87
9 Only bipolar disorder " -0.12" " -0.56" " 0.33" 0.23 0.61
10 PTSD " 0.58" " 0.30" " 0.86" 0.14 5.60e-05
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 13420 |
0.01 |
0.01 |
30.14 |
4.04e-36 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 13420 0.01 0.01 30.14 4.04e-36 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.53 |
3.40 |
3.67 |
0.07 |
0.00e+00 |
| gad.sum_score_retro |
0.61 |
0.59 |
0.62 |
0.01 |
0.00e+00 |
| Anxiety disorders |
1.81 |
1.52 |
2.11 |
0.15 |
1.59e-33 |
| Eating disorders |
1.26 |
0.40 |
2.13 |
0.44 |
0.004 |
| OCDs |
2.70 |
1.97 |
3.44 |
0.38 |
5.91e-13 |
| PTSD |
2.16 |
1.43 |
2.88 |
0.37 |
5.60e-09 |
| Depressive disorders |
2.28 |
2.11 |
2.45 |
0.09 |
1.24e-151 |
| Bipolar disorders |
2.94 |
2.57 |
3.30 |
0.18 |
7.53e-57 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 3.53 3.40 3.67 0.07 0.00e+00
2 gad.sum_score_retro 0.61 0.59 0.62 0.01 0.00e+00
3 Anxiety disorders 1.81 1.52 2.11 0.15 1.59e-33
4 Eating disorders 1.26 0.40 2.13 0.44 0.004
5 OCDs 2.70 1.97 3.44 0.38 5.91e-13
6 PTSD 2.16 1.43 2.88 0.37 5.60e-09
7 Depressive disorders 2.28 2.11 2.45 0.09 1.24e-151
8 Bipolar disorders 2.94 2.57 3.30 0.18 7.53e-57
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 18588 |
0.32 |
0.32 |
1276.84 |
0.00e+00 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 18588 0.32 0.32 1276.84 0.00e+00 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.75 |
3.62 |
3.88 |
0.07 |
0.00e+00 |
| gad.sum_score_retro |
0.55 |
0.54 |
0.57 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.31 |
2.14 |
2.49 |
0.09 |
3.78e-148 |
| Only depressive disorder |
0.67 |
0.45 |
0.89 |
0.11 |
2.55e-09 |
| Only anxiety disorder |
1.89 |
1.63 |
2.16 |
0.14 |
4.35e-44 |
| Eating disorders |
0.78 |
0.53 |
1.03 |
0.13 |
1.83e-09 |
| OCDs |
0.75 |
0.50 |
0.99 |
0.12 |
2.15e-09 |
| Psychotic and bipolar disorder |
0.10 |
-0.60 |
0.81 |
0.36 |
0.77 |
| Only psychotic disorder |
0.03 |
-0.58 |
0.65 |
0.31 |
0.92 |
| Only bipolar disorder |
0.16 |
-0.21 |
0.54 |
0.19 |
0.40 |
| PTSD |
0.84 |
0.61 |
1.07 |
0.12 |
3.49e-13 |
| ASD |
1.02 |
0.58 |
1.46 |
0.22 |
6.19e-06 |
| ADHD |
0.44 |
-0.15 |
1.03 |
0.30 |
0.14 |
| Personality disorder |
1.09 |
0.76 |
1.42 |
0.17 |
6.62e-11 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 3.75 " 3.62" 3.88 0.07 0.00e+00
2 gad.sum_score_retro 0.55 " 0.54" 0.57 0.01 0.00e+00
3 Depressive and anxiety disorder 2.31 " 2.14" 2.49 0.09 3.78e-148
4 Only depressive disorder 0.67 " 0.45" 0.89 0.11 2.55e-09
5 Only anxiety disorder 1.89 " 1.63" 2.16 0.14 4.35e-44
6 Eating disorders 0.78 " 0.53" 1.03 0.13 1.83e-09
7 OCDs 0.75 " 0.50" 0.99 0.12 2.15e-09
8 Psychotic and bipolar disorder 0.10 "-0.60" 0.81 0.36 0.77
9 Only psychotic disorder 0.03 "-0.58" 0.65 0.31 0.92
10 Only bipolar disorder 0.16 "-0.21" 0.54 0.19 0.40
11 PTSD 0.84 " 0.61" 1.07 0.12 3.49e-13
12 ASD 1.02 " 0.58" 1.46 0.22 6.19e-06
13 ADHD 0.44 "-0.15" 1.03 0.30 0.14
14 Personality disorder 1.09 " 0.76" 1.42 0.17 6.62e-11
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23100 |
0.15 |
0.15 |
660.52 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23100 0.15 0.15 660.52 0.00e+00 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.56 |
5.21 |
5.92 |
0.18 |
3.96e-203 |
| gad.sum_score_retro |
0.56 |
0.54 |
0.57 |
0.01 |
0.00e+00 |
| Anxiety disorders |
1.48 |
1.18 |
1.79 |
0.15 |
1.29e-21 |
| Eating disorders |
0.78 |
-0.09 |
1.65 |
0.44 |
0.08 |
| OCDs |
1.91 |
1.17 |
2.65 |
0.38 |
4.63e-07 |
| PTSD |
1.98 |
1.24 |
2.73 |
0.38 |
1.86e-07 |
| Depressive disorders |
2.07 |
1.89 |
2.25 |
0.09 |
2.61e-109 |
| Bipolar disorders |
2.77 |
2.40 |
3.14 |
0.19 |
2.68e-49 |
| Female |
0.76 |
0.57 |
0.94 |
0.09 |
7.47e-16 |
| Non-binary/Self-defined |
0.28 |
-0.34 |
0.90 |
0.31 |
0.37 |
| age_category_collapsed_reordered16-18 |
1.04 |
0.64 |
1.44 |
0.21 |
3.81e-07 |
| 19-25 years |
0.99 |
0.72 |
1.26 |
0.14 |
1.49e-12 |
| 36-45 years |
-0.59 |
-0.82 |
-0.35 |
0.12 |
1.18e-06 |
| 46-55 years |
-0.93 |
-1.15 |
-0.70 |
0.11 |
4.53e-16 |
| 56-65 years |
-1.38 |
-1.61 |
-1.15 |
0.12 |
3.41e-32 |
| 66-70 years |
-1.89 |
-2.23 |
-1.56 |
0.17 |
4.01e-28 |
| 71-75 years |
-2.34 |
-2.75 |
-1.93 |
0.21 |
8.42e-29 |
| 76+ years |
-2.38 |
-3.08 |
-1.68 |
0.36 |
3.47e-11 |
| Mixed or multiple ethnic origins |
-0.40 |
-0.90 |
0.10 |
0.26 |
0.12 |
| Asian or Asian British |
-0.28 |
-0.94 |
0.38 |
0.34 |
0.40 |
| African or African British |
-0.20 |
-1.29 |
0.89 |
0.56 |
0.72 |
| Other ethnicity |
0.27 |
-0.62 |
1.16 |
0.46 |
0.56 |
| Key worker |
-0.04 |
-0.19 |
0.11 |
0.08 |
0.58 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.26 |
-0.19 |
0.02 |
3.80e-39 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.56" " 5.21" " 5.92" 0.18 3.96e-203
2 gad.sum_score_retro " 0.56" " 0.54" " 0.57" 0.01 0.00e+00
3 Anxiety disorders " 1.48" " 1.18" " 1.79" 0.15 1.29e-21
4 Eating disorders " 0.78" "-0.09" " 1.65" 0.44 0.08
5 OCDs " 1.91" " 1.17" " 2.65" 0.38 4.63e-07
6 PTSD " 1.98" " 1.24" " 2.73" 0.38 1.86e-07
7 Depressive disorders " 2.07" " 1.89" " 2.25" 0.09 2.61e-109
8 Bipolar disorders " 2.77" " 2.40" " 3.14" 0.19 2.68e-49
9 Female " 0.76" " 0.57" " 0.94" 0.09 7.47e-16
10 Non-binary/Self-defined " 0.28" "-0.34" " 0.90" 0.31 0.37
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23100 |
0.15 |
0.15 |
660.52 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23100 0.15 0.15 660.52 0.00e+00 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.56 |
5.22 |
5.91 |
0.18 |
3.62e-213 |
| gad.sum_score_retro |
0.51 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.15 |
1.96 |
2.33 |
0.09 |
2.61e-112 |
| Only depressive disorder |
0.79 |
0.55 |
1.02 |
0.12 |
3.46e-11 |
| Only anxiety disorder |
1.61 |
1.33 |
1.89 |
0.14 |
2.57e-30 |
| Eating disorders |
0.52 |
0.26 |
0.77 |
0.13 |
7.02e-05 |
| OCDs |
0.57 |
0.33 |
0.82 |
0.13 |
5.06e-06 |
| Psychotic and bipolar disorder |
0.42 |
-0.28 |
1.12 |
0.36 |
0.24 |
| Only psychotic disorder |
0.26 |
-0.36 |
0.87 |
0.31 |
0.41 |
| Only bipolar disorder |
0.30 |
-0.08 |
0.67 |
0.19 |
0.13 |
| PTSD |
0.92 |
0.69 |
1.15 |
0.12 |
3.17e-15 |
| ASD |
0.78 |
0.33 |
1.23 |
0.23 |
6.65e-04 |
| ADHD |
0.25 |
-0.34 |
0.84 |
0.30 |
0.41 |
| Personality disorder |
1.00 |
0.67 |
1.33 |
0.17 |
2.56e-09 |
| Female |
0.70 |
0.52 |
0.88 |
0.09 |
2.87e-14 |
| Non-binary/Self-defined |
-0.11 |
-0.71 |
0.50 |
0.31 |
0.73 |
| age_category_collapsed_reordered16-18 |
1.27 |
0.88 |
1.66 |
0.20 |
1.25e-10 |
| 19-25 years |
1.00 |
0.73 |
1.27 |
0.14 |
3.03e-13 |
| 36-45 years |
-0.53 |
-0.77 |
-0.30 |
0.12 |
7.90e-06 |
| 46-55 years |
-0.77 |
-0.99 |
-0.55 |
0.11 |
9.25e-12 |
| 56-65 years |
-1.11 |
-1.33 |
-0.88 |
0.12 |
1.24e-21 |
| 66-70 years |
-1.52 |
-1.85 |
-1.19 |
0.17 |
4.00e-19 |
| 71-75 years |
-1.93 |
-2.33 |
-1.52 |
0.21 |
1.12e-20 |
| 76+ years |
-1.98 |
-2.67 |
-1.30 |
0.35 |
1.48e-08 |
| Mixed or multiple ethnic origins |
-0.30 |
-0.79 |
0.19 |
0.25 |
0.23 |
| Asian or Asian British |
0.08 |
-0.55 |
0.71 |
0.32 |
0.81 |
| African or African British |
-0.17 |
-1.24 |
0.90 |
0.55 |
0.75 |
| Other ethnicity |
0.19 |
-0.68 |
1.05 |
0.44 |
0.67 |
| Key worker |
0.05 |
-0.10 |
0.19 |
0.08 |
0.53 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.27 |
-0.20 |
0.02 |
2.32e-42 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.56" " 5.22" " 5.91" 0.18 3.62e-213
2 gad.sum_score_retro " 0.51" " 0.50" " 0.53" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.15" " 1.96" " 2.33" 0.09 2.61e-112
4 Only depressive disorder " 0.79" " 0.55" " 1.02" 0.12 3.46e-11
5 Only anxiety disorder " 1.61" " 1.33" " 1.89" 0.14 2.57e-30
6 Eating disorders " 0.52" " 0.26" " 0.77" 0.13 7.02e-05
7 OCDs " 0.57" " 0.33" " 0.82" 0.13 5.06e-06
8 Psychotic and bipolar disorder " 0.42" "-0.28" " 1.12" 0.36 0.24
9 Only psychotic disorder " 0.26" "-0.36" " 0.87" 0.31 0.41
10 Only bipolar disorder " 0.30" "-0.08" " 0.67" 0.19 0.13
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23100 |
0.15 |
0.15 |
660.52 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23100 0.15 0.15 660.52 0.00e+00 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.86 |
2.45 |
3.27 |
0.21 |
3.52e-42 |
| gad.sum_score_retro |
0.55 |
0.53 |
0.57 |
0.01 |
0.00e+00 |
| Anxiety disorders |
1.53 |
1.14 |
1.91 |
0.19 |
4.59e-15 |
| Eating disorders |
1.29 |
0.21 |
2.37 |
0.55 |
0.02 |
| OCDs |
2.09 |
1.14 |
3.05 |
0.49 |
1.75e-05 |
| PTSD |
2.58 |
1.56 |
3.61 |
0.52 |
7.56e-07 |
| Depressive disorders |
2.53 |
2.31 |
2.75 |
0.11 |
1.56e-106 |
| Bipolar disorders |
3.23 |
2.81 |
3.64 |
0.21 |
5.28e-52 |
| Female |
0.58 |
0.37 |
0.79 |
0.11 |
3.42e-08 |
| Non-binary/Self-defined |
-0.04 |
-0.72 |
0.64 |
0.35 |
0.91 |
| Age |
-121.62 |
-133.06 |
-110.18 |
5.84 |
8.19e-95 |
| Age2 |
10.80 |
-0.08 |
21.68 |
5.55 |
0.05 |
| Mixed or multiple ethnic origins |
-0.45 |
-1.03 |
0.13 |
0.30 |
0.13 |
| Asian or Asian British |
0.08 |
-0.76 |
0.93 |
0.43 |
0.85 |
| African or African British |
-0.07 |
-1.41 |
1.27 |
0.68 |
0.92 |
| Other ethnicity |
0.55 |
-0.49 |
1.59 |
0.53 |
0.30 |
| Key worker |
-0.05 |
-0.22 |
0.12 |
0.09 |
0.57 |
| Time difference: Lockdown to baseline |
-0.02 |
-0.07 |
0.02 |
0.02 |
0.34 |
# A tibble: 18 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.86" " 2.45" " 3.27" 0.21 3.52e-42
2 gad.sum_score_retro " 0.55" " 0.53" " 0.57" 0.01 0.00e+00
3 Anxiety disorders " 1.53" " 1.14" " 1.91" 0.19 4.59e-15
4 Eating disorders " 1.29" " 0.21" " 2.37" 0.55 0.02
5 OCDs " 2.09" " 1.14" " 3.05" 0.49 1.75e-05
6 PTSD " 2.58" " 1.56" " 3.61" 0.52 7.56e-07
7 Depressive disorders " 2.53" " 2.31" " 2.75" 0.11 1.56e-106
8 Bipolar disorders " 3.23" " 2.81" " 3.64" 0.21 5.28e-52
9 Female " 0.58" " 0.37" " 0.79" 0.11 3.42e-08
10 Non-binary/Self-defined " -0.04" " -0.72" " 0.64" 0.35 0.91
11 Age "-121.62" "-133.06" "-110.18" 5.84 8.19e-95
12 Age^2 " 10.80" " -0.08" " 21.68" 5.55 0.05
13 Mixed or multiple ethnic origins " -0.45" " -1.03" " 0.13" 0.30 0.13
14 Asian or Asian British " 0.08" " -0.76" " 0.93" 0.43 0.85
15 African or African British " -0.07" " -1.41" " 1.27" 0.68 0.92
16 Other ethnicity " 0.55" " -0.49" " 1.59" 0.53 0.30
17 Key worker " -0.05" " -0.22" " 0.12" 0.09 0.57
18 Time difference: Lockdown to baseline " -0.02" " -0.07" " 0.02" 0.02 0.34
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 16839 |
0.19 |
0.19 |
657.64 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 16839 0.19 0.19 657.64 0.00e+00 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.95 |
2.55 |
3.35 |
0.20 |
7.90e-47 |
| gad.sum_score_retro |
0.51 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.57 |
2.34 |
2.79 |
0.11 |
2.83e-109 |
| Only depressive disorder |
1.14 |
0.85 |
1.42 |
0.14 |
4.22e-15 |
| Only anxiety disorder |
1.70 |
1.35 |
2.05 |
0.18 |
7.64e-22 |
| Eating disorders |
0.58 |
0.30 |
0.87 |
0.15 |
7.13e-05 |
| OCDs |
0.40 |
0.12 |
0.67 |
0.14 |
0.004 |
| Psychotic and bipolar disorder |
0.39 |
-0.44 |
1.21 |
0.42 |
0.36 |
| Only psychotic disorder |
0.34 |
-0.34 |
1.02 |
0.35 |
0.32 |
| Only bipolar disorder |
0.32 |
-0.09 |
0.73 |
0.21 |
0.12 |
| PTSD |
1.06 |
0.81 |
1.32 |
0.13 |
5.80e-16 |
| ASD |
0.64 |
0.11 |
1.17 |
0.27 |
0.02 |
| ADHD |
0.40 |
-0.32 |
1.11 |
0.36 |
0.28 |
| Personality disorder |
1.04 |
0.68 |
1.41 |
0.19 |
2.32e-08 |
| Female |
0.48 |
0.28 |
0.69 |
0.10 |
3.22e-06 |
| Non-binary/Self-defined |
-0.43 |
-1.10 |
0.24 |
0.34 |
0.21 |
| Age |
-106.45 |
-117.87 |
-95.03 |
5.83 |
1.31e-73 |
| Age2 |
15.07 |
4.41 |
25.72 |
5.44 |
0.006 |
| Mixed or multiple ethnic origins |
-0.41 |
-0.98 |
0.16 |
0.29 |
0.16 |
| Asian or Asian British |
0.28 |
-0.53 |
1.09 |
0.41 |
0.50 |
| African or African British |
-0.07 |
-1.39 |
1.25 |
0.67 |
0.92 |
| Other ethnicity |
0.38 |
-0.63 |
1.38 |
0.51 |
0.46 |
| Key worker |
0.06 |
-0.11 |
0.23 |
0.09 |
0.48 |
| Time difference: Lockdown to baseline |
-0.02 |
-0.06 |
0.03 |
0.02 |
0.47 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.95" " 2.55" " 3.35" 0.20 7.90e-47
2 gad.sum_score_retro " 0.51" " 0.50" " 0.53" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.57" " 2.34" " 2.79" 0.11 2.83e-109
4 Only depressive disorder " 1.14" " 0.85" " 1.42" 0.14 4.22e-15
5 Only anxiety disorder " 1.70" " 1.35" " 2.05" 0.18 7.64e-22
6 Eating disorders " 0.58" " 0.30" " 0.87" 0.15 7.13e-05
7 OCDs " 0.40" " 0.12" " 0.67" 0.14 0.004
8 Psychotic and bipolar disorder " 0.39" " -0.44" " 1.21" 0.42 0.36
9 Only psychotic disorder " 0.34" " -0.34" " 1.02" 0.35 0.32
10 Only bipolar disorder " 0.32" " -0.09" " 0.73" 0.21 0.12
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 16839 |
0.19 |
0.19 |
657.64 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 16839 0.19 0.19 657.64 0.00e+00 6
GAD retro: sensitivity
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.16 |
1.00 |
3.32 |
0.59 |
2.65e-04 |
| Anxiety disorders |
1.11 |
-0.16 |
2.38 |
0.65 |
0.09 |
| Eating disorders |
1.99 |
-0.40 |
4.38 |
1.22 |
0.10 |
| OCDs |
1.16 |
-0.57 |
2.88 |
0.88 |
0.19 |
| PTSD |
1.80 |
-0.09 |
3.70 |
0.97 |
0.06 |
| Depressive disorders |
1.19 |
0.03 |
2.36 |
0.60 |
0.05 |
| Bipolar disorders |
1.05 |
-0.20 |
2.30 |
0.64 |
0.10 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 2.16 " 1.00" 3.32 0.59 2.65e-04
2 Anxiety disorders 1.11 "-0.16" 2.38 0.65 0.09
3 Eating disorders 1.99 "-0.40" 4.38 1.22 0.10
4 OCDs 1.16 "-0.57" 2.88 0.88 0.19
5 PTSD 1.80 "-0.09" 3.70 0.97 0.06
6 Depressive disorders 1.19 " 0.03" 2.36 0.60 0.05
7 Bipolar disorders 1.05 "-0.20" 2.30 0.64 0.10
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8058 |
0.00 |
0.00 |
0.94 |
0.47 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8058 0.00 0.00 0.94 0.47 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.55 |
1.72 |
3.38 |
0.42 |
1.97e-09 |
| Depressive and anxiety disorder |
0.73 |
-0.11 |
1.57 |
0.43 |
0.09 |
| Only depressive disorder |
0.15 |
-0.76 |
1.07 |
0.47 |
0.74 |
| Only anxiety disorder |
0.84 |
-0.11 |
1.78 |
0.48 |
0.08 |
| Eating disorders |
0.55 |
0.16 |
0.93 |
0.20 |
0.006 |
| OCDs |
-0.21 |
-0.57 |
0.15 |
0.18 |
0.25 |
| Psychotic and bipolar disorder |
-0.30 |
-1.39 |
0.79 |
0.56 |
0.59 |
| Only psychotic disorder |
-0.16 |
-1.07 |
0.74 |
0.46 |
0.73 |
| Only bipolar disorder |
-0.29 |
-0.83 |
0.24 |
0.27 |
0.28 |
| PTSD |
0.39 |
0.06 |
0.73 |
0.17 |
0.02 |
| ASD |
0.22 |
-0.49 |
0.92 |
0.36 |
0.55 |
| ADHD |
0.12 |
-0.86 |
1.09 |
0.50 |
0.81 |
| Personality disorder |
0.42 |
-0.06 |
0.90 |
0.24 |
0.09 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.55" " 1.72" 3.38 0.42 1.97e-09
2 Depressive and anxiety disorder " 0.73" "-0.11" 1.57 0.43 0.09
3 Only depressive disorder " 0.15" "-0.76" 1.07 0.47 0.74
4 Only anxiety disorder " 0.84" "-0.11" 1.78 0.48 0.08
5 Eating disorders " 0.55" " 0.16" 0.93 0.20 0.006
6 OCDs "-0.21" "-0.57" 0.15 0.18 0.25
7 Psychotic and bipolar disorder "-0.30" "-1.39" 0.79 0.56 0.59
8 Only psychotic disorder "-0.16" "-1.07" 0.74 0.46 0.73
9 Only bipolar disorder "-0.29" "-0.83" 0.24 0.27 0.28
10 PTSD " 0.39" " 0.06" 0.73 0.17 0.02
11 ASD " 0.22" "-0.49" 0.92 0.36 0.55
12 ADHD " 0.12" "-0.86" 1.09 0.50 0.81
13 Personality disorder " 0.42" "-0.06" 0.90 0.24 0.09
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8058 |
0.00 |
0.00 |
0.94 |
0.47 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8058 0.00 0.00 0.94 0.47 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.52 |
1.18 |
3.86 |
0.68 |
2.21e-04 |
| Anxiety disorders |
0.99 |
-0.27 |
2.25 |
0.64 |
0.12 |
| Eating disorders |
1.69 |
-0.69 |
4.06 |
1.21 |
0.16 |
| OCDs |
0.90 |
-0.81 |
2.61 |
0.87 |
0.30 |
| PTSD |
1.94 |
0.06 |
3.82 |
0.96 |
0.04 |
| Depressive disorders |
1.23 |
0.06 |
2.39 |
0.59 |
0.04 |
| Bipolar disorders |
1.17 |
-0.08 |
2.41 |
0.63 |
0.07 |
| Female |
0.67 |
0.33 |
1.01 |
0.17 |
1.22e-04 |
| Non-binary/Self-defined |
-0.64 |
-1.56 |
0.28 |
0.47 |
0.17 |
| age_category_collapsed_reordered16-18 |
-0.22 |
-0.99 |
0.54 |
0.39 |
0.57 |
| 19-25 years |
0.72 |
0.31 |
1.12 |
0.21 |
6.13e-04 |
| 36-45 years |
-0.46 |
-0.82 |
-0.09 |
0.19 |
0.01 |
| 46-55 years |
-0.66 |
-1.02 |
-0.30 |
0.18 |
3.10e-04 |
| 56-65 years |
-1.17 |
-1.58 |
-0.75 |
0.21 |
2.79e-08 |
| 66-70 years |
-1.42 |
-2.20 |
-0.65 |
0.40 |
3.24e-04 |
| 71-75 years |
-2.06 |
-3.10 |
-1.02 |
0.53 |
1.11e-04 |
| 76+ years |
-2.91 |
-5.13 |
-0.69 |
1.13 |
0.01 |
| Mixed or multiple ethnic origins |
-0.80 |
-1.63 |
0.03 |
0.42 |
0.06 |
| Asian or Asian British |
0.11 |
-1.24 |
1.47 |
0.69 |
0.87 |
| African or African British |
-1.27 |
-3.25 |
0.71 |
1.01 |
0.21 |
| Other ethnicity |
0.05 |
-1.26 |
1.36 |
0.67 |
0.94 |
| Time difference: Lockdown to baseline |
-0.07 |
-0.15 |
0.00 |
0.04 |
0.05 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.52" " 1.18" " 3.86" 0.68 2.21e-04
2 Anxiety disorders " 0.99" "-0.27" " 2.25" 0.64 0.12
3 Eating disorders " 1.69" "-0.69" " 4.06" 1.21 0.16
4 OCDs " 0.90" "-0.81" " 2.61" 0.87 0.30
5 PTSD " 1.94" " 0.06" " 3.82" 0.96 0.04
6 Depressive disorders " 1.23" " 0.06" " 2.39" 0.59 0.04
7 Bipolar disorders " 1.17" "-0.08" " 2.41" 0.63 0.07
8 Female " 0.67" " 0.33" " 1.01" 0.17 1.22e-04
9 Non-binary/Self-defined "-0.64" "-1.56" " 0.28" 0.47 0.17
10 age_category_collapsed_reordered16-18 "-0.22" "-0.99" " 0.54" 0.39 0.57
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8058 |
0.00 |
0.00 |
0.94 |
0.47 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8058 0.00 0.00 0.94 0.47 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.81 |
1.73 |
3.89 |
0.55 |
3.49e-07 |
| Depressive and anxiety disorder |
0.71 |
-0.14 |
1.55 |
0.43 |
0.10 |
| Only depressive disorder |
0.37 |
-0.54 |
1.29 |
0.47 |
0.43 |
| Only anxiety disorder |
0.67 |
-0.27 |
1.62 |
0.48 |
0.16 |
| Eating disorders |
0.37 |
-0.02 |
0.76 |
0.20 |
0.06 |
| OCDs |
-0.27 |
-0.63 |
0.09 |
0.18 |
0.15 |
| Psychotic and bipolar disorder |
0.03 |
-1.05 |
1.12 |
0.55 |
0.95 |
| Only psychotic disorder |
0.11 |
-0.80 |
1.02 |
0.46 |
0.81 |
| Only bipolar disorder |
-0.17 |
-0.70 |
0.37 |
0.27 |
0.54 |
| PTSD |
0.46 |
0.12 |
0.80 |
0.17 |
0.008 |
| ASD |
0.25 |
-0.46 |
0.96 |
0.36 |
0.50 |
| ADHD |
0.21 |
-0.76 |
1.18 |
0.50 |
0.67 |
| Personality disorder |
0.29 |
-0.19 |
0.77 |
0.24 |
0.23 |
| Female |
0.59 |
0.25 |
0.93 |
0.17 |
7.07e-04 |
| Non-binary/Self-defined |
-0.76 |
-1.68 |
0.16 |
0.47 |
0.10 |
| age_category_collapsed_reordered16-18 |
-0.09 |
-0.86 |
0.67 |
0.39 |
0.81 |
| 19-25 years |
0.74 |
0.33 |
1.15 |
0.21 |
3.64e-04 |
| 36-45 years |
-0.44 |
-0.81 |
-0.08 |
0.19 |
0.02 |
| 46-55 years |
-0.65 |
-1.01 |
-0.29 |
0.18 |
4.23e-04 |
| 56-65 years |
-1.05 |
-1.47 |
-0.64 |
0.21 |
6.77e-07 |
| 66-70 years |
-1.22 |
-2.01 |
-0.44 |
0.40 |
0.002 |
| 71-75 years |
-1.69 |
-2.74 |
-0.65 |
0.53 |
0.001 |
| 76+ years |
-2.61 |
-4.83 |
-0.39 |
1.13 |
0.02 |
| Mixed or multiple ethnic origins |
-0.74 |
-1.57 |
0.09 |
0.42 |
0.08 |
| Asian or Asian British |
0.14 |
-1.20 |
1.49 |
0.69 |
0.83 |
| African or African British |
-1.24 |
-3.21 |
0.74 |
1.01 |
0.22 |
| Other ethnicity |
-0.14 |
-1.42 |
1.14 |
0.65 |
0.83 |
| Key worker |
0.36 |
0.11 |
0.61 |
0.13 |
0.005 |
| Time difference: Lockdown to baseline |
-0.07 |
-0.15 |
0.00 |
0.04 |
0.06 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.81" " 1.73" " 3.89" 0.55 3.49e-07
2 Depressive and anxiety disorder " 0.71" "-0.14" " 1.55" 0.43 0.10
3 Only depressive disorder " 0.37" "-0.54" " 1.29" 0.47 0.43
4 Only anxiety disorder " 0.67" "-0.27" " 1.62" 0.48 0.16
5 Eating disorders " 0.37" "-0.02" " 0.76" 0.20 0.06
6 OCDs "-0.27" "-0.63" " 0.09" 0.18 0.15
7 Psychotic and bipolar disorder " 0.03" "-1.05" " 1.12" 0.55 0.95
8 Only psychotic disorder " 0.11" "-0.80" " 1.02" 0.46 0.81
9 Only bipolar disorder "-0.17" "-0.70" " 0.37" 0.27 0.54
10 PTSD " 0.46" " 0.12" " 0.80" 0.17 0.008
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8058 |
0.00 |
0.00 |
0.94 |
0.47 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8058 0.00 0.00 0.94 0.47 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
4.62 |
3.56 |
5.69 |
0.54 |
2.04e-17 |
| gad.sum_score_retro |
0.52 |
0.50 |
0.55 |
0.01 |
0.00e+00 |
| Anxiety disorders |
1.15 |
0.00 |
2.31 |
0.59 |
0.05 |
| Eating disorders |
2.74 |
0.56 |
4.93 |
1.11 |
0.01 |
| OCDs |
2.21 |
0.64 |
3.78 |
0.80 |
0.006 |
| PTSD |
2.11 |
0.39 |
3.84 |
0.88 |
0.02 |
| Depressive disorders |
1.73 |
0.66 |
2.79 |
0.54 |
0.001 |
| Bipolar disorders |
2.17 |
1.03 |
3.31 |
0.58 |
1.86e-04 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 4.62 3.56 5.69 0.54 2.04e-17
2 gad.sum_score_retro 0.52 0.50 0.55 0.01 0.00e+00
3 Anxiety disorders 1.15 0.00 2.31 0.59 0.05
4 Eating disorders 2.74 0.56 4.93 1.11 0.01
5 OCDs 2.21 0.64 3.78 0.80 0.006
6 PTSD 2.11 0.39 3.84 0.88 0.02
7 Depressive disorders 1.73 0.66 2.79 0.54 0.001
8 Bipolar disorders 2.17 1.03 3.31 0.58 1.86e-04
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8058 |
0.20 |
0.20 |
290.49 |
0.00e+00 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8058 0.20 0.20 290.49 0.00e+00 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.45 |
4.69 |
6.21 |
0.39 |
2.82e-44 |
| gad.sum_score_retro |
0.48 |
0.46 |
0.51 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.89 |
0.13 |
1.65 |
0.39 |
0.02 |
| Only depressive disorder |
-0.64 |
-1.46 |
0.18 |
0.42 |
0.13 |
| Only anxiety disorder |
0.67 |
-0.18 |
1.52 |
0.43 |
0.12 |
| Eating disorders |
0.88 |
0.53 |
1.23 |
0.18 |
8.46e-07 |
| OCDs |
0.51 |
0.19 |
0.84 |
0.17 |
0.002 |
| Psychotic and bipolar disorder |
-0.33 |
-1.31 |
0.65 |
0.50 |
0.51 |
| Only psychotic disorder |
0.14 |
-0.68 |
0.95 |
0.42 |
0.74 |
| Only bipolar disorder |
0.07 |
-0.41 |
0.55 |
0.25 |
0.77 |
| PTSD |
0.84 |
0.54 |
1.15 |
0.16 |
6.51e-08 |
| ASD |
0.86 |
0.23 |
1.49 |
0.32 |
0.008 |
| ADHD |
0.52 |
-0.36 |
1.39 |
0.45 |
0.25 |
| Personality disorder |
1.26 |
0.83 |
1.69 |
0.22 |
1.31e-08 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.45" " 4.69" 6.21 0.39 2.82e-44
2 gad.sum_score_retro " 0.48" " 0.46" 0.51 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.89" " 0.13" 1.65 0.39 0.02
4 Only depressive disorder "-0.64" "-1.46" 0.18 0.42 0.13
5 Only anxiety disorder " 0.67" "-0.18" 1.52 0.43 0.12
6 Eating disorders " 0.88" " 0.53" 1.23 0.18 8.46e-07
7 OCDs " 0.51" " 0.19" 0.84 0.17 0.002
8 Psychotic and bipolar disorder "-0.33" "-1.31" 0.65 0.50 0.51
9 Only psychotic disorder " 0.14" "-0.68" 0.95 0.42 0.74
10 Only bipolar disorder " 0.07" "-0.41" 0.55 0.25 0.77
11 PTSD " 0.84" " 0.54" 1.15 0.16 6.51e-08
12 ASD " 0.86" " 0.23" 1.49 0.32 0.008
13 ADHD " 0.52" "-0.36" 1.39 0.45 0.25
14 Personality disorder " 1.26" " 0.83" 1.69 0.22 1.31e-08
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 9688 |
0.01 |
0.01 |
11.18 |
1.82e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 9688 0.01 0.01 11.18 1.82e-12 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
4.78 |
3.55 |
6.01 |
0.63 |
2.77e-14 |
| gad.sum_score_retro |
0.50 |
0.48 |
0.53 |
0.01 |
0.00e+00 |
| Anxiety disorders |
1.16 |
0.02 |
2.31 |
0.58 |
0.05 |
| Eating disorders |
2.59 |
0.43 |
4.74 |
1.10 |
0.02 |
| OCDs |
2.00 |
0.44 |
3.55 |
0.79 |
0.01 |
| PTSD |
2.51 |
0.80 |
4.22 |
0.87 |
0.004 |
| Depressive disorders |
1.99 |
0.93 |
3.05 |
0.54 |
2.34e-04 |
| Bipolar disorders |
2.54 |
1.40 |
3.67 |
0.58 |
1.17e-05 |
| Female |
0.53 |
0.22 |
0.84 |
0.16 |
7.40e-04 |
| Non-binary/Self-defined |
0.01 |
-0.82 |
0.84 |
0.42 |
0.99 |
| age_category_collapsed_reordered16-18 |
1.11 |
0.41 |
1.81 |
0.36 |
0.002 |
| 19-25 years |
0.99 |
0.61 |
1.36 |
0.19 |
2.01e-07 |
| 36-45 years |
-0.46 |
-0.79 |
-0.12 |
0.17 |
0.007 |
| 46-55 years |
-0.76 |
-1.08 |
-0.43 |
0.17 |
5.19e-06 |
| 56-65 years |
-1.48 |
-1.85 |
-1.10 |
0.19 |
1.13e-14 |
| 66-70 years |
-2.09 |
-2.80 |
-1.37 |
0.36 |
9.14e-09 |
| 71-75 years |
-2.93 |
-3.88 |
-1.98 |
0.48 |
1.50e-09 |
| 76+ years |
-2.70 |
-4.71 |
-0.68 |
1.03 |
0.009 |
| Mixed or multiple ethnic origins |
-0.60 |
-1.35 |
0.15 |
0.38 |
0.12 |
| Asian or Asian British |
0.20 |
-1.03 |
1.43 |
0.63 |
0.75 |
| African or African British |
-0.42 |
-2.21 |
1.37 |
0.91 |
0.64 |
| Other ethnicity |
0.37 |
-0.81 |
1.56 |
0.60 |
0.53 |
| Key worker |
-0.16 |
-0.39 |
0.07 |
0.12 |
0.18 |
| Time difference: Lockdown to baseline |
-0.04 |
-0.11 |
0.03 |
0.03 |
0.30 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 4.78" " 3.55" " 6.01" 0.63 2.77e-14
2 gad.sum_score_retro " 0.50" " 0.48" " 0.53" 0.01 0.00e+00
3 Anxiety disorders " 1.16" " 0.02" " 2.31" 0.58 0.05
4 Eating disorders " 2.59" " 0.43" " 4.74" 1.10 0.02
5 OCDs " 2.00" " 0.44" " 3.55" 0.79 0.01
6 PTSD " 2.51" " 0.80" " 4.22" 0.87 0.004
7 Depressive disorders " 1.99" " 0.93" " 3.05" 0.54 2.34e-04
8 Bipolar disorders " 2.54" " 1.40" " 3.67" 0.58 1.17e-05
9 Female " 0.53" " 0.22" " 0.84" 0.16 7.40e-04
10 Non-binary/Self-defined " 0.01" "-0.82" " 0.84" 0.42 0.99
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 9688 |
0.01 |
0.01 |
11.18 |
1.82e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 9688 0.01 0.01 11.18 1.82e-12 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.60 |
4.63 |
6.58 |
0.50 |
3.63e-29 |
| gad.sum_score_retro |
0.47 |
0.45 |
0.49 |
0.01 |
2.49e-310 |
| Depressive and anxiety disorder |
1.03 |
0.27 |
1.79 |
0.39 |
0.008 |
| Only depressive disorder |
-0.21 |
-1.03 |
0.61 |
0.42 |
0.61 |
| Only anxiety disorder |
0.58 |
-0.27 |
1.43 |
0.43 |
0.18 |
| Eating disorders |
0.69 |
0.34 |
1.04 |
0.18 |
1.04e-04 |
| OCDs |
0.42 |
0.10 |
0.75 |
0.17 |
0.01 |
| Psychotic and bipolar disorder |
-0.02 |
-0.99 |
0.95 |
0.50 |
0.97 |
| Only psychotic disorder |
0.34 |
-0.47 |
1.16 |
0.41 |
0.41 |
| Only bipolar disorder |
0.21 |
-0.27 |
0.69 |
0.24 |
0.39 |
| PTSD |
0.94 |
0.63 |
1.24 |
0.16 |
1.62e-09 |
| ASD |
0.65 |
0.01 |
1.29 |
0.32 |
0.05 |
| ADHD |
0.53 |
-0.35 |
1.40 |
0.44 |
0.24 |
| Personality disorder |
1.12 |
0.69 |
1.55 |
0.22 |
3.69e-07 |
| Female |
0.39 |
0.09 |
0.70 |
0.16 |
0.01 |
| Non-binary/Self-defined |
-0.43 |
-1.26 |
0.39 |
0.42 |
0.30 |
| age_category_collapsed_reordered16-18 |
1.20 |
0.51 |
1.88 |
0.35 |
6.43e-04 |
| 19-25 years |
0.99 |
0.62 |
1.35 |
0.19 |
1.31e-07 |
| 36-45 years |
-0.40 |
-0.73 |
-0.07 |
0.17 |
0.02 |
| 46-55 years |
-0.63 |
-0.95 |
-0.31 |
0.17 |
1.41e-04 |
| 56-65 years |
-1.24 |
-1.61 |
-0.87 |
0.19 |
7.82e-11 |
| 66-70 years |
-1.80 |
-2.51 |
-1.10 |
0.36 |
5.13e-07 |
| 71-75 years |
-2.40 |
-3.33 |
-1.46 |
0.48 |
5.09e-07 |
| 76+ years |
-2.27 |
-4.26 |
-0.28 |
1.01 |
0.03 |
| Mixed or multiple ethnic origins |
-0.56 |
-1.30 |
0.18 |
0.38 |
0.14 |
| Asian or Asian British |
0.30 |
-0.91 |
1.51 |
0.62 |
0.63 |
| African or African British |
-0.32 |
-2.10 |
1.45 |
0.90 |
0.72 |
| Other ethnicity |
0.23 |
-0.91 |
1.38 |
0.58 |
0.69 |
| Key worker |
-0.03 |
-0.25 |
0.20 |
0.12 |
0.82 |
| Time difference: Lockdown to baseline |
-0.03 |
-0.10 |
0.04 |
0.03 |
0.39 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.60" " 4.63" " 6.58" 0.50 3.63e-29
2 gad.sum_score_retro " 0.47" " 0.45" " 0.49" 0.01 2.49e-310
3 Depressive and anxiety disorder " 1.03" " 0.27" " 1.79" 0.39 0.008
4 Only depressive disorder "-0.21" "-1.03" " 0.61" 0.42 0.61
5 Only anxiety disorder " 0.58" "-0.27" " 1.43" 0.43 0.18
6 Eating disorders " 0.69" " 0.34" " 1.04" 0.18 1.04e-04
7 OCDs " 0.42" " 0.10" " 0.75" 0.17 0.01
8 Psychotic and bipolar disorder "-0.02" "-0.99" " 0.95" 0.50 0.97
9 Only psychotic disorder " 0.34" "-0.47" " 1.16" 0.41 0.41
10 Only bipolar disorder " 0.21" "-0.27" " 0.69" 0.24 0.39
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 9688 |
0.01 |
0.01 |
11.18 |
1.82e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 9688 0.01 0.01 11.18 1.82e-12 6
PHQ baseline, not controlling for prior symptoms
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.31 |
3.20 |
3.42 |
0.05 |
0.00e+00 |
| Anxiety disorders |
3.48 |
3.20 |
3.77 |
0.15 |
1.82e-122 |
| Eating disorders |
4.06 |
3.14 |
4.99 |
0.47 |
8.24e-18 |
| OCDs |
6.00 |
5.24 |
6.76 |
0.39 |
3.57e-54 |
| PTSD |
5.18 |
4.42 |
5.93 |
0.39 |
5.41e-41 |
| Depressive disorders |
7.19 |
7.05 |
7.33 |
0.07 |
0.00e+00 |
| Bipolar disorders |
9.75 |
9.39 |
10.12 |
0.19 |
0.00e+00 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 3.31 3.20 " 3.42" 0.05 0.00e+00
2 Anxiety disorders 3.48 3.20 " 3.77" 0.15 1.82e-122
3 Eating disorders 4.06 3.14 " 4.99" 0.47 8.24e-18
4 OCDs 6.00 5.24 " 6.76" 0.39 3.57e-54
5 PTSD 5.18 4.42 " 5.93" 0.39 5.41e-41
6 Depressive disorders 7.19 7.05 " 7.33" 0.07 0.00e+00
7 Bipolar disorders 9.75 9.39 "10.12" 0.19 0.00e+00
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31315 0.26 0.26 1846.76 0.00e+00 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.56 |
3.46 |
3.66 |
0.05 |
0.00e+00 |
| Depressive and anxiety disorder |
6.64 |
6.49 |
6.79 |
0.08 |
0.00e+00 |
| Only depressive disorder |
3.53 |
3.33 |
3.73 |
0.10 |
7.11e-257 |
| Only anxiety disorder |
3.22 |
2.97 |
3.48 |
0.13 |
5.24e-133 |
| Eating disorders |
2.18 |
1.92 |
2.45 |
0.14 |
4.24e-57 |
| OCDs |
2.04 |
1.78 |
2.30 |
0.13 |
4.62e-54 |
| Psychotic and bipolar disorder |
0.27 |
-0.46 |
1.00 |
0.37 |
0.47 |
| Only psychotic disorder |
0.80 |
0.17 |
1.42 |
0.32 |
0.01 |
| Only bipolar disorder |
1.31 |
0.91 |
1.70 |
0.20 |
6.16e-11 |
| PTSD |
2.05 |
1.81 |
2.29 |
0.12 |
1.16e-63 |
| ASD |
2.80 |
2.34 |
3.27 |
0.24 |
4.82e-32 |
| ADHD |
1.90 |
1.28 |
2.51 |
0.31 |
1.73e-09 |
| Personality disorder |
3.40 |
3.06 |
3.74 |
0.17 |
6.36e-84 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 3.56 " 3.46" 3.66 0.05 0.00e+00
2 Depressive and anxiety disorder 6.64 " 6.49" 6.79 0.08 0.00e+00
3 Only depressive disorder 3.53 " 3.33" 3.73 0.10 7.11e-257
4 Only anxiety disorder 3.22 " 2.97" 3.48 0.13 5.24e-133
5 Eating disorders 2.18 " 1.92" 2.45 0.14 4.24e-57
6 OCDs 2.04 " 1.78" 2.30 0.13 4.62e-54
7 Psychotic and bipolar disorder 0.27 "-0.46" 1.00 0.37 0.47
8 Only psychotic disorder 0.80 " 0.17" 1.42 0.32 0.01
9 Only bipolar disorder 1.31 " 0.91" 1.70 0.20 6.16e-11
10 PTSD 2.05 " 1.81" 2.29 0.12 1.16e-63
11 ASD 2.80 " 2.34" 3.27 0.24 4.82e-32
12 ADHD 1.90 " 1.28" 2.51 0.31 1.73e-09
13 Personality disorder 3.40 " 3.06" 3.74 0.17 6.36e-84
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31315 0.26 0.26 1846.76 0.00e+00 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.21 |
5.88 |
6.54 |
0.17 |
2.84e-294 |
| Anxiety disorders |
2.11 |
1.82 |
2.40 |
0.15 |
4.71e-45 |
| Eating disorders |
2.21 |
1.30 |
3.12 |
0.46 |
2.01e-06 |
| OCDs |
3.15 |
2.41 |
3.90 |
0.38 |
1.13e-16 |
| PTSD |
4.04 |
3.29 |
4.79 |
0.38 |
9.48e-26 |
| Depressive disorders |
5.91 |
5.76 |
6.07 |
0.08 |
0.00e+00 |
| Bipolar disorders |
8.33 |
7.97 |
8.69 |
0.18 |
0.00e+00 |
| Female |
0.92 |
0.76 |
1.08 |
0.08 |
4.69e-30 |
| Non-binary/Self-defined |
2.57 |
1.93 |
3.20 |
0.32 |
2.88e-15 |
| age_category_collapsed_reordered16-18 |
5.86 |
5.43 |
6.28 |
0.22 |
5.17e-160 |
| 19-25 years |
2.35 |
2.06 |
2.64 |
0.15 |
5.29e-56 |
| 36-45 years |
-0.77 |
-1.01 |
-0.52 |
0.12 |
6.56e-10 |
| 46-55 years |
-1.24 |
-1.47 |
-1.02 |
0.11 |
2.26e-27 |
| 56-65 years |
-2.42 |
-2.64 |
-2.19 |
0.11 |
3.89e-99 |
| 66-70 years |
-3.60 |
-3.89 |
-3.32 |
0.14 |
3.28e-135 |
| 71-75 years |
-3.75 |
-4.07 |
-3.42 |
0.17 |
6.47e-111 |
| 76+ years |
-3.60 |
-4.10 |
-3.10 |
0.25 |
2.18e-45 |
| Mixed or multiple ethnic origins |
0.38 |
-0.12 |
0.89 |
0.26 |
0.14 |
| Asian or Asian British |
-0.12 |
-0.74 |
0.49 |
0.31 |
0.70 |
| African or African British |
0.00 |
-1.05 |
1.05 |
0.53 |
1.00 |
| Other ethnicity |
1.14 |
0.21 |
2.08 |
0.48 |
0.02 |
| Time difference: Lockdown to baseline |
-0.21 |
-0.25 |
-0.18 |
0.02 |
9.53e-36 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.21" " 5.88" " 6.54" 0.17 2.84e-294
2 Anxiety disorders " 2.11" " 1.82" " 2.40" 0.15 4.71e-45
3 Eating disorders " 2.21" " 1.30" " 3.12" 0.46 2.01e-06
4 OCDs " 3.15" " 2.41" " 3.90" 0.38 1.13e-16
5 PTSD " 4.04" " 3.29" " 4.79" 0.38 9.48e-26
6 Depressive disorders " 5.91" " 5.76" " 6.07" 0.08 0.00e+00
7 Bipolar disorders " 8.33" " 7.97" " 8.69" 0.18 0.00e+00
8 Female " 0.92" " 0.76" " 1.08" 0.08 4.69e-30
9 Non-binary/Self-defined " 2.57" " 1.93" " 3.20" 0.32 2.88e-15
10 age_category_collapsed_reordered16-18 " 5.86" " 5.43" " 6.28" 0.22 5.17e-160
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31315 0.26 0.26 1846.76 0.00e+00 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.34 |
6.02 |
6.66 |
0.16 |
2.46e-321 |
| Depressive and anxiety disorder |
5.56 |
5.39 |
5.72 |
0.08 |
0.00e+00 |
| Only depressive disorder |
3.37 |
3.17 |
3.58 |
0.11 |
2.75e-220 |
| Only anxiety disorder |
2.04 |
1.78 |
2.31 |
0.13 |
1.74e-52 |
| Eating disorders |
1.56 |
1.29 |
1.82 |
0.13 |
4.43e-31 |
| OCDs |
1.44 |
1.19 |
1.69 |
0.13 |
6.49e-29 |
| Psychotic and bipolar disorder |
0.55 |
-0.16 |
1.26 |
0.36 |
0.13 |
| Only psychotic disorder |
0.87 |
0.26 |
1.48 |
0.31 |
0.005 |
| Only bipolar disorder |
1.48 |
1.10 |
1.86 |
0.20 |
3.66e-14 |
| PTSD |
2.08 |
1.84 |
2.31 |
0.12 |
1.95e-67 |
| ASD |
1.47 |
1.01 |
1.93 |
0.23 |
3.46e-10 |
| ADHD |
1.11 |
0.50 |
1.71 |
0.31 |
3.42e-04 |
| Personality disorder |
3.05 |
2.72 |
3.39 |
0.17 |
4.89e-71 |
| Female |
0.84 |
0.69 |
0.99 |
0.08 |
3.12e-27 |
| Non-binary/Self-defined |
1.38 |
0.77 |
1.99 |
0.31 |
9.79e-06 |
| age_category_collapsed_reordered16-18 |
5.95 |
5.55 |
6.35 |
0.20 |
1.42e-184 |
| 19-25 years |
2.16 |
1.88 |
2.44 |
0.14 |
7.55e-52 |
| 36-45 years |
-0.59 |
-0.82 |
-0.35 |
0.12 |
8.90e-07 |
| 46-55 years |
-0.84 |
-1.06 |
-0.62 |
0.11 |
4.21e-14 |
| 56-65 years |
-1.91 |
-2.13 |
-1.69 |
0.11 |
1.20e-65 |
| 66-70 years |
-3.15 |
-3.43 |
-2.87 |
0.14 |
4.83e-106 |
| 71-75 years |
-3.33 |
-3.65 |
-3.01 |
0.16 |
7.60e-91 |
| 76+ years |
-3.19 |
-3.67 |
-2.70 |
0.25 |
2.05e-38 |
| Mixed or multiple ethnic origins |
0.37 |
-0.11 |
0.86 |
0.25 |
0.13 |
| Asian or Asian British |
0.29 |
-0.29 |
0.87 |
0.30 |
0.33 |
| African or African British |
0.18 |
-0.82 |
1.18 |
0.51 |
0.72 |
| Other ethnicity |
0.80 |
-0.10 |
1.69 |
0.45 |
0.08 |
| Key worker |
-0.67 |
-0.81 |
-0.53 |
0.07 |
9.05e-21 |
| Time difference: Lockdown to baseline |
-0.22 |
-0.25 |
-0.19 |
0.02 |
9.25e-42 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.34" " 6.02" " 6.66" 0.16 2.46e-321
2 Depressive and anxiety disorder " 5.56" " 5.39" " 5.72" 0.08 0.00e+00
3 Only depressive disorder " 3.37" " 3.17" " 3.58" 0.11 2.75e-220
4 Only anxiety disorder " 2.04" " 1.78" " 2.31" 0.13 1.74e-52
5 Eating disorders " 1.56" " 1.29" " 1.82" 0.13 4.43e-31
6 OCDs " 1.44" " 1.19" " 1.69" 0.13 6.49e-29
7 Psychotic and bipolar disorder " 0.55" "-0.16" " 1.26" 0.36 0.13
8 Only psychotic disorder " 0.87" " 0.26" " 1.48" 0.31 0.005
9 Only bipolar disorder " 1.48" " 1.10" " 1.86" 0.20 3.66e-14
10 PTSD " 2.08" " 1.84" " 2.31" 0.12 1.95e-67
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31315 0.26 0.26 1846.76 0.00e+00 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.34 |
2.00 |
2.69 |
0.18 |
1.27e-39 |
| Anxiety disorders |
2.02 |
1.68 |
2.37 |
0.18 |
1.40e-30 |
| Eating disorders |
2.44 |
1.38 |
3.49 |
0.54 |
6.42e-06 |
| OCDs |
3.94 |
3.02 |
4.86 |
0.47 |
3.70e-17 |
| PTSD |
4.00 |
3.00 |
5.00 |
0.51 |
3.81e-15 |
| Depressive disorders |
6.15 |
5.97 |
6.32 |
0.09 |
0.00e+00 |
| Bipolar disorders |
8.50 |
8.11 |
8.89 |
0.20 |
0.00e+00 |
| Female |
0.56 |
0.39 |
0.73 |
0.09 |
1.01e-10 |
| Non-binary/Self-defined |
2.17 |
1.48 |
2.85 |
0.35 |
5.84e-10 |
| Age |
-280.44 |
-293.04 |
-267.84 |
6.43 |
0.00e+00 |
| Age2 |
31.51 |
20.12 |
42.89 |
5.81 |
5.88e-08 |
| Mixed or multiple ethnic origins |
0.44 |
-0.13 |
1.00 |
0.29 |
0.13 |
| Asian or Asian British |
0.04 |
-0.70 |
0.78 |
0.38 |
0.91 |
| African or African British |
-0.12 |
-1.29 |
1.06 |
0.60 |
0.84 |
| Other ethnicity |
1.48 |
0.42 |
2.54 |
0.54 |
0.006 |
| Time difference: Lockdown to baseline |
0.09 |
0.04 |
0.13 |
0.02 |
6.90e-05 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.34" " 2.00" " 2.69" 0.18 1.27e-39
2 Anxiety disorders " 2.02" " 1.68" " 2.37" 0.18 1.40e-30
3 Eating disorders " 2.44" " 1.38" " 3.49" 0.54 6.42e-06
4 OCDs " 3.94" " 3.02" " 4.86" 0.47 3.70e-17
5 PTSD " 4.00" " 3.00" " 5.00" 0.51 3.81e-15
6 Depressive disorders " 6.15" " 5.97" " 6.32" 0.09 0.00e+00
7 Bipolar disorders " 8.50" " 8.11" " 8.89" 0.20 0.00e+00
8 Female " 0.56" " 0.39" " 0.73" 0.09 1.01e-10
9 Non-binary/Self-defined " 2.17" " 1.48" " 2.85" 0.35 5.84e-10
10 Age "-280.44" "-293.04" "-267.84" 6.43 0.00e+00
11 Age^2 " 31.51" " 20.12" " 42.89" 5.81 5.88e-08
12 Mixed or multiple ethnic origins " 0.44" " -0.13" " 1.00" 0.29 0.13
13 Asian or Asian British " 0.04" " -0.70" " 0.78" 0.38 0.91
14 African or African British " -0.12" " -1.29" " 1.06" 0.60 0.84
15 Other ethnicity " 1.48" " 0.42" " 2.54" 0.54 0.006
16 Time difference: Lockdown to baseline " 0.09" " 0.04" " 0.13" 0.02 6.90e-05
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 24450 |
0.31 |
0.31 |
1872.46 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 24450 0.31 0.31 1872.46 0.00e+00 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.64 |
2.30 |
2.97 |
0.17 |
1.09e-52 |
| Depressive and anxiety disorder |
5.84 |
5.66 |
6.03 |
0.09 |
0.00e+00 |
| Only depressive disorder |
3.61 |
3.37 |
3.84 |
0.12 |
2.68e-196 |
| Only anxiety disorder |
2.14 |
1.83 |
2.45 |
0.16 |
6.67e-42 |
| Eating disorders |
1.79 |
1.51 |
2.08 |
0.15 |
1.61e-34 |
| OCDs |
1.46 |
1.18 |
1.74 |
0.14 |
3.17e-25 |
| Psychotic and bipolar disorder |
0.34 |
-0.47 |
1.14 |
0.41 |
0.42 |
| Only psychotic disorder |
0.83 |
0.17 |
1.49 |
0.34 |
0.01 |
| Only bipolar disorder |
1.48 |
1.08 |
1.88 |
0.20 |
5.23e-13 |
| PTSD |
2.05 |
1.80 |
2.31 |
0.13 |
2.48e-55 |
| ASD |
1.57 |
1.04 |
2.10 |
0.27 |
6.06e-09 |
| ADHD |
0.77 |
0.06 |
1.47 |
0.36 |
0.03 |
| Personality disorder |
2.85 |
2.49 |
3.21 |
0.18 |
1.47e-53 |
| Female |
0.43 |
0.27 |
0.59 |
0.08 |
2.32e-07 |
| Non-binary/Self-defined |
1.09 |
0.43 |
1.75 |
0.34 |
0.001 |
| Age |
-250.23 |
-262.89 |
-237.58 |
6.46 |
1.07e-317 |
| Age2 |
14.63 |
3.35 |
25.91 |
5.75 |
0.01 |
| Mixed or multiple ethnic origins |
0.34 |
-0.20 |
0.88 |
0.27 |
0.22 |
| Asian or Asian British |
0.38 |
-0.32 |
1.09 |
0.36 |
0.28 |
| African or African British |
-0.02 |
-1.14 |
1.09 |
0.57 |
0.97 |
| Other ethnicity |
1.07 |
0.06 |
2.07 |
0.51 |
0.04 |
| Key worker |
-0.71 |
-0.86 |
-0.56 |
0.08 |
5.23e-20 |
| Time difference: Lockdown to baseline |
0.10 |
0.06 |
0.14 |
0.02 |
4.65e-06 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.64" " 2.30" " 2.97" 0.17 1.09e-52
2 Depressive and anxiety disorder " 5.84" " 5.66" " 6.03" 0.09 0.00e+00
3 Only depressive disorder " 3.61" " 3.37" " 3.84" 0.12 2.68e-196
4 Only anxiety disorder " 2.14" " 1.83" " 2.45" 0.16 6.67e-42
5 Eating disorders " 1.79" " 1.51" " 2.08" 0.15 1.61e-34
6 OCDs " 1.46" " 1.18" " 1.74" 0.14 3.17e-25
7 Psychotic and bipolar disorder " 0.34" " -0.47" " 1.14" 0.41 0.42
8 Only psychotic disorder " 0.83" " 0.17" " 1.49" 0.34 0.01
9 Only bipolar disorder " 1.48" " 1.08" " 1.88" 0.20 5.23e-13
10 PTSD " 2.05" " 1.80" " 2.31" 0.13 2.48e-55
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 24450 |
0.31 |
0.31 |
1872.46 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 24450 0.31 0.31 1872.46 0.00e+00 6
PHQ prepan
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.65 |
-2.63 |
-0.67 |
0.50 |
9.81e-04 |
| Anxiety disorders |
1.89 |
0.81 |
2.97 |
0.55 |
5.93e-04 |
| Eating disorders |
0.02 |
-2.07 |
2.12 |
1.07 |
0.98 |
| OCDs |
1.82 |
0.36 |
3.29 |
0.75 |
0.01 |
| PTSD |
1.28 |
-0.43 |
2.99 |
0.87 |
0.14 |
| Depressive disorders |
1.19 |
0.20 |
2.17 |
0.50 |
0.02 |
| Bipolar disorders |
0.79 |
-0.27 |
1.85 |
0.54 |
0.15 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-1.65" "-2.63" "-0.67" 0.50 9.81e-04
2 Anxiety disorders " 1.89" " 0.81" " 2.97" 0.55 5.93e-04
3 Eating disorders " 0.02" "-2.07" " 2.12" 1.07 0.98
4 OCDs " 1.82" " 0.36" " 3.29" 0.75 0.01
5 PTSD " 1.28" "-0.43" " 2.99" 0.87 0.14
6 Depressive disorders " 1.19" " 0.20" " 2.17" 0.50 0.02
7 Bipolar disorders " 0.79" "-0.27" " 1.85" 0.54 0.15
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11134 0.00 0.00 3.57 0.002 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.55 |
-2.26 |
-0.84 |
0.36 |
1.69e-05 |
| Depressive and anxiety disorder |
1.08 |
0.36 |
1.79 |
0.37 |
0.003 |
| Only depressive disorder |
0.94 |
0.16 |
1.71 |
0.39 |
0.02 |
| Only anxiety disorder |
1.75 |
0.94 |
2.56 |
0.41 |
2.28e-05 |
| Eating disorders |
0.37 |
0.02 |
0.72 |
0.18 |
0.04 |
| OCDs |
0.01 |
-0.32 |
0.33 |
0.17 |
0.96 |
| Psychotic and bipolar disorder |
-0.79 |
-1.75 |
0.17 |
0.49 |
0.11 |
| Only psychotic disorder |
0.13 |
-0.66 |
0.92 |
0.40 |
0.75 |
| Only bipolar disorder |
-0.32 |
-0.80 |
0.15 |
0.24 |
0.18 |
| PTSD |
-0.17 |
-0.48 |
0.13 |
0.16 |
0.26 |
| ASD |
0.35 |
-0.28 |
0.98 |
0.32 |
0.28 |
| ADHD |
0.07 |
-0.79 |
0.93 |
0.44 |
0.87 |
| Personality disorder |
-0.02 |
-0.44 |
0.41 |
0.22 |
0.93 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-1.55" "-2.26" "-0.84" 0.36 1.69e-05
2 Depressive and anxiety disorder " 1.08" " 0.36" " 1.79" 0.37 0.003
3 Only depressive disorder " 0.94" " 0.16" " 1.71" 0.39 0.02
4 Only anxiety disorder " 1.75" " 0.94" " 2.56" 0.41 2.28e-05
5 Eating disorders " 0.37" " 0.02" " 0.72" 0.18 0.04
6 OCDs " 0.01" "-0.32" " 0.33" 0.17 0.96
7 Psychotic and bipolar disorder "-0.79" "-1.75" " 0.17" 0.49 0.11
8 Only psychotic disorder " 0.13" "-0.66" " 0.92" 0.40 0.75
9 Only bipolar disorder "-0.32" "-0.80" " 0.15" 0.24 0.18
10 PTSD "-0.17" "-0.48" " 0.13" 0.16 0.26
11 ASD " 0.35" "-0.28" " 0.98" 0.32 0.28
12 ADHD " 0.07" "-0.79" " 0.93" 0.44 0.87
13 Personality disorder "-0.02" "-0.44" " 0.41" 0.22 0.93
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11134 0.00 0.00 3.57 0.002 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-2.11 |
-3.26 |
-0.97 |
0.58 |
2.90e-04 |
| Anxiety disorders |
1.82 |
0.74 |
2.90 |
0.55 |
9.92e-04 |
| Eating disorders |
-0.14 |
-2.24 |
1.96 |
1.07 |
0.90 |
| OCDs |
1.65 |
0.18 |
3.11 |
0.75 |
0.03 |
| PTSD |
1.03 |
-0.69 |
2.75 |
0.88 |
0.24 |
| Depressive disorders |
1.13 |
0.14 |
2.12 |
0.50 |
0.02 |
| Bipolar disorders |
0.79 |
-0.28 |
1.85 |
0.54 |
0.15 |
| Female |
0.29 |
0.00 |
0.58 |
0.15 |
0.05 |
| Non-binary/Self-defined |
-0.11 |
-0.93 |
0.72 |
0.42 |
0.80 |
| age_category_collapsed_reordered16-18 |
0.03 |
-0.66 |
0.72 |
0.35 |
0.93 |
| 19-25 years |
0.06 |
-0.32 |
0.44 |
0.19 |
0.75 |
| 36-45 years |
-0.04 |
-0.37 |
0.29 |
0.17 |
0.83 |
| 46-55 years |
-0.34 |
-0.66 |
-0.02 |
0.16 |
0.04 |
| 56-65 years |
-0.36 |
-0.72 |
0.00 |
0.18 |
0.05 |
| 66-70 years |
-0.31 |
-0.94 |
0.32 |
0.32 |
0.34 |
| 71-75 years |
-0.67 |
-1.51 |
0.17 |
0.43 |
0.12 |
| 76+ years |
0.19 |
-1.46 |
1.83 |
0.84 |
0.82 |
| Mixed or multiple ethnic origins |
-0.01 |
-0.76 |
0.74 |
0.38 |
0.97 |
| Asian or Asian British |
-1.33 |
-2.55 |
-0.11 |
0.62 |
0.03 |
| African or African British |
-1.12 |
-2.96 |
0.71 |
0.94 |
0.23 |
| Other ethnicity |
-0.05 |
-1.22 |
1.11 |
0.60 |
0.93 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.07 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-2.11" "-3.26" "-0.97" 0.58 2.90e-04
2 Anxiety disorders " 1.82" " 0.74" " 2.90" 0.55 9.92e-04
3 Eating disorders "-0.14" "-2.24" " 1.96" 1.07 0.90
4 OCDs " 1.65" " 0.18" " 3.11" 0.75 0.03
5 PTSD " 1.03" "-0.69" " 2.75" 0.88 0.24
6 Depressive disorders " 1.13" " 0.14" " 2.12" 0.50 0.02
7 Bipolar disorders " 0.79" "-0.28" " 1.85" 0.54 0.15
8 Female " 0.29" " 0.00" " 0.58" 0.15 0.05
9 Non-binary/Self-defined "-0.11" "-0.93" " 0.72" 0.42 0.80
10 age_category_collapsed_reordered16-18 " 0.03" "-0.66" " 0.72" 0.35 0.93
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11134 0.00 0.00 3.57 0.002 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-2.15 |
-3.08 |
-1.21 |
0.48 |
6.66e-06 |
| Depressive and anxiety disorder |
1.09 |
0.37 |
1.81 |
0.37 |
0.003 |
| Only depressive disorder |
0.99 |
0.21 |
1.77 |
0.40 |
0.01 |
| Only anxiety disorder |
1.72 |
0.91 |
2.54 |
0.42 |
3.42e-05 |
| Eating disorders |
0.32 |
-0.03 |
0.67 |
0.18 |
0.07 |
| OCDs |
-0.02 |
-0.34 |
0.31 |
0.17 |
0.92 |
| Psychotic and bipolar disorder |
-0.69 |
-1.65 |
0.27 |
0.49 |
0.16 |
| Only psychotic disorder |
0.15 |
-0.65 |
0.94 |
0.41 |
0.72 |
| Only bipolar disorder |
-0.22 |
-0.70 |
0.25 |
0.24 |
0.36 |
| PTSD |
-0.17 |
-0.48 |
0.14 |
0.16 |
0.27 |
| ASD |
0.35 |
-0.29 |
0.99 |
0.33 |
0.29 |
| ADHD |
0.05 |
-0.81 |
0.91 |
0.44 |
0.91 |
| Personality disorder |
-0.05 |
-0.48 |
0.37 |
0.22 |
0.80 |
| Female |
0.26 |
-0.04 |
0.55 |
0.15 |
0.09 |
| Non-binary/Self-defined |
-0.11 |
-0.94 |
0.72 |
0.42 |
0.79 |
| age_category_collapsed_reordered16-18 |
0.05 |
-0.64 |
0.74 |
0.35 |
0.89 |
| 19-25 years |
0.04 |
-0.34 |
0.42 |
0.19 |
0.83 |
| 36-45 years |
-0.02 |
-0.35 |
0.31 |
0.17 |
0.92 |
| 46-55 years |
-0.32 |
-0.64 |
0.00 |
0.16 |
0.05 |
| 56-65 years |
-0.33 |
-0.69 |
0.04 |
0.19 |
0.08 |
| 66-70 years |
-0.20 |
-0.84 |
0.44 |
0.32 |
0.54 |
| 71-75 years |
-0.53 |
-1.38 |
0.32 |
0.43 |
0.22 |
| 76+ years |
0.29 |
-1.36 |
1.94 |
0.84 |
0.73 |
| Mixed or multiple ethnic origins |
0.02 |
-0.73 |
0.77 |
0.38 |
0.96 |
| Asian or Asian British |
-1.19 |
-2.41 |
0.03 |
0.62 |
0.06 |
| African or African British |
-1.09 |
-2.93 |
0.75 |
0.94 |
0.25 |
| Other ethnicity |
-0.27 |
-1.43 |
0.89 |
0.59 |
0.64 |
| Key worker |
0.12 |
-0.10 |
0.35 |
0.12 |
0.29 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.06 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-2.15" "-3.08" "-1.21" 0.48 6.66e-06
2 Depressive and anxiety disorder " 1.09" " 0.37" " 1.81" 0.37 0.003
3 Only depressive disorder " 0.99" " 0.21" " 1.77" 0.40 0.01
4 Only anxiety disorder " 1.72" " 0.91" " 2.54" 0.42 3.42e-05
5 Eating disorders " 0.32" "-0.03" " 0.67" 0.18 0.07
6 OCDs "-0.02" "-0.34" " 0.31" 0.17 0.92
7 Psychotic and bipolar disorder "-0.69" "-1.65" " 0.27" 0.49 0.16
8 Only psychotic disorder " 0.15" "-0.65" " 0.94" 0.41 0.72
9 Only bipolar disorder "-0.22" "-0.70" " 0.25" 0.24 0.36
10 PTSD "-0.17" "-0.48" " 0.14" 0.16 0.27
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11134 0.00 0.00 3.57 0.002 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-2.27 |
-3.39 |
-1.15 |
0.57 |
7.10e-05 |
| Anxiety disorders |
1.83 |
0.75 |
2.91 |
0.55 |
9.15e-04 |
| Eating disorders |
-0.12 |
-2.22 |
1.98 |
1.07 |
0.91 |
| OCDs |
1.66 |
0.19 |
3.12 |
0.75 |
0.03 |
| PTSD |
1.07 |
-0.65 |
2.79 |
0.88 |
0.22 |
| Depressive disorders |
1.15 |
0.16 |
2.14 |
0.50 |
0.02 |
| Bipolar disorders |
0.81 |
-0.25 |
1.87 |
0.54 |
0.14 |
| Female |
0.29 |
0.00 |
0.58 |
0.15 |
0.05 |
| Non-binary/Self-defined |
-0.12 |
-0.94 |
0.71 |
0.42 |
0.78 |
| Age |
-17.75 |
-29.42 |
-6.08 |
5.95 |
0.003 |
| Age2 |
-0.08 |
-11.51 |
11.35 |
5.83 |
0.99 |
| Mixed or multiple ethnic origins |
-0.01 |
-0.77 |
0.74 |
0.38 |
0.97 |
| Asian or Asian British |
-1.33 |
-2.55 |
-0.11 |
0.62 |
0.03 |
| African or African British |
-1.13 |
-2.97 |
0.70 |
0.94 |
0.23 |
| Other ethnicity |
-0.05 |
-1.22 |
1.12 |
0.60 |
0.93 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.07 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -2.27" " -3.39" "-1.15" 0.57 7.10e-05
2 Anxiety disorders " 1.83" " 0.75" " 2.91" 0.55 9.15e-04
3 Eating disorders " -0.12" " -2.22" " 1.98" 1.07 0.91
4 OCDs " 1.66" " 0.19" " 3.12" 0.75 0.03
5 PTSD " 1.07" " -0.65" " 2.79" 0.88 0.22
6 Depressive disorders " 1.15" " 0.16" " 2.14" 0.50 0.02
7 Bipolar disorders " 0.81" " -0.25" " 1.87" 0.54 0.14
8 Female " 0.29" " 0.00" " 0.58" 0.15 0.05
9 Non-binary/Self-defined " -0.12" " -0.94" " 0.71" 0.42 0.78
10 Age "-17.75" "-29.42" "-6.08" 5.95 0.003
11 Age^2 " -0.08" "-11.51" "11.35" 5.83 0.99
12 Mixed or multiple ethnic origins " -0.01" " -0.77" " 0.74" 0.38 0.97
13 Asian or Asian British " -1.33" " -2.55" "-0.11" 0.62 0.03
14 African or African British " -1.13" " -2.97" " 0.70" 0.94 0.23
15 Other ethnicity " -0.05" " -1.22" " 1.12" 0.60 0.93
16 Time difference: Lockdown to baseline " 0.06" " 0.00" " 0.13" 0.03 0.07
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11134 0.00 0.00 3.57 0.002 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-2.28 |
-3.18 |
-1.38 |
0.46 |
7.32e-07 |
| Depressive and anxiety disorder |
1.11 |
0.38 |
1.83 |
0.37 |
0.003 |
| Only depressive disorder |
1.01 |
0.23 |
1.78 |
0.40 |
0.01 |
| Only anxiety disorder |
1.73 |
0.92 |
2.55 |
0.42 |
3.12e-05 |
| Eating disorders |
0.32 |
-0.03 |
0.67 |
0.18 |
0.07 |
| OCDs |
-0.02 |
-0.34 |
0.31 |
0.17 |
0.92 |
| Psychotic and bipolar disorder |
-0.69 |
-1.66 |
0.27 |
0.49 |
0.16 |
| Only psychotic disorder |
0.16 |
-0.63 |
0.96 |
0.41 |
0.69 |
| Only bipolar disorder |
-0.22 |
-0.69 |
0.26 |
0.24 |
0.37 |
| PTSD |
-0.18 |
-0.48 |
0.13 |
0.16 |
0.26 |
| ASD |
0.34 |
-0.30 |
0.98 |
0.33 |
0.30 |
| ADHD |
0.06 |
-0.80 |
0.92 |
0.44 |
0.89 |
| Personality disorder |
-0.06 |
-0.49 |
0.37 |
0.22 |
0.79 |
| Female |
0.25 |
-0.04 |
0.54 |
0.15 |
0.09 |
| Non-binary/Self-defined |
-0.12 |
-0.95 |
0.71 |
0.42 |
0.77 |
| Age |
-15.24 |
-27.15 |
-3.33 |
6.08 |
0.01 |
| Age2 |
0.65 |
-11.14 |
12.45 |
6.02 |
0.91 |
| Mixed or multiple ethnic origins |
0.02 |
-0.74 |
0.77 |
0.38 |
0.96 |
| Asian or Asian British |
-1.19 |
-2.41 |
0.03 |
0.62 |
0.06 |
| African or African British |
-1.10 |
-2.94 |
0.73 |
0.94 |
0.24 |
| Other ethnicity |
-0.27 |
-1.43 |
0.89 |
0.59 |
0.65 |
| Key worker |
0.12 |
-0.11 |
0.34 |
0.12 |
0.31 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.06 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -2.28" " -3.18" "-1.38" 0.46 7.32e-07
2 Depressive and anxiety disorder " 1.11" " 0.38" " 1.83" 0.37 0.003
3 Only depressive disorder " 1.01" " 0.23" " 1.78" 0.40 0.01
4 Only anxiety disorder " 1.73" " 0.92" " 2.55" 0.42 3.12e-05
5 Eating disorders " 0.32" " -0.03" " 0.67" 0.18 0.07
6 OCDs " -0.02" " -0.34" " 0.31" 0.17 0.92
7 Psychotic and bipolar disorder " -0.69" " -1.66" " 0.27" 0.49 0.16
8 Only psychotic disorder " 0.16" " -0.63" " 0.96" 0.41 0.69
9 Only bipolar disorder " -0.22" " -0.69" " 0.26" 0.24 0.37
10 PTSD " -0.18" " -0.48" " 0.13" 0.16 0.26
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11134 0.00 0.00 3.57 0.002 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.15 |
1.27 |
3.04 |
0.45 |
1.76e-06 |
| phq.sum_score_prepan |
0.61 |
0.60 |
0.63 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.84 |
-0.13 |
1.80 |
0.49 |
0.09 |
| Eating disorders |
0.25 |
-1.62 |
2.12 |
0.95 |
0.79 |
| OCDs |
1.91 |
0.61 |
3.21 |
0.66 |
0.004 |
| PTSD |
1.14 |
-0.38 |
2.66 |
0.78 |
0.14 |
| Depressive disorders |
1.83 |
0.95 |
2.71 |
0.45 |
4.61e-05 |
| Bipolar disorders |
2.21 |
1.26 |
3.16 |
0.48 |
4.76e-06 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 2.15 " 1.27" 3.04 0.45 1.76e-06
2 phq.sum_score_prepan 0.61 " 0.60" 0.63 0.01 0.00e+00
3 Anxiety disorders 0.84 "-0.13" 1.80 0.49 0.09
4 Eating disorders 0.25 "-1.62" 2.12 0.95 0.79
5 OCDs 1.91 " 0.61" 3.21 0.66 0.004
6 PTSD 1.14 "-0.38" 2.66 0.78 0.14
7 Depressive disorders 1.83 " 0.95" 2.71 0.45 4.61e-05
8 Bipolar disorders 2.21 " 1.26" 3.16 0.48 4.76e-06
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11134 |
0.41 |
0.41 |
1107.68 |
0.00e+00 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11134 0.41 0.41 1107.68 0.00e+00 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.76 |
2.12 |
3.40 |
0.33 |
3.18e-17 |
| phq.sum_score_prepan |
0.59 |
0.57 |
0.60 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
1.18 |
0.55 |
1.81 |
0.32 |
2.47e-04 |
| Only depressive disorder |
0.52 |
-0.16 |
1.20 |
0.35 |
0.13 |
| Only anxiety disorder |
0.40 |
-0.32 |
1.11 |
0.37 |
0.28 |
| Eating disorders |
1.02 |
0.72 |
1.33 |
0.16 |
6.68e-11 |
| OCDs |
0.68 |
0.39 |
0.96 |
0.15 |
4.12e-06 |
| Psychotic and bipolar disorder |
-0.69 |
-1.53 |
0.16 |
0.43 |
0.11 |
| Only psychotic disorder |
0.19 |
-0.50 |
0.89 |
0.36 |
0.58 |
| Only bipolar disorder |
0.15 |
-0.27 |
0.56 |
0.21 |
0.49 |
| PTSD |
0.58 |
0.31 |
0.85 |
0.14 |
2.86e-05 |
| ASD |
1.04 |
0.48 |
1.59 |
0.28 |
2.62e-04 |
| ADHD |
0.46 |
-0.30 |
1.22 |
0.39 |
0.23 |
| Personality disorder |
1.28 |
0.90 |
1.66 |
0.19 |
3.03e-11 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.76" " 2.12" 3.40 0.33 3.18e-17
2 phq.sum_score_prepan " 0.59" " 0.57" 0.60 0.01 0.00e+00
3 Depressive and anxiety disorder " 1.18" " 0.55" 1.81 0.32 2.47e-04
4 Only depressive disorder " 0.52" "-0.16" 1.20 0.35 0.13
5 Only anxiety disorder " 0.40" "-0.32" 1.11 0.37 0.28
6 Eating disorders " 1.02" " 0.72" 1.33 0.16 6.68e-11
7 OCDs " 0.68" " 0.39" 0.96 0.15 4.12e-06
8 Psychotic and bipolar disorder "-0.69" "-1.53" 0.16 0.43 0.11
9 Only psychotic disorder " 0.19" "-0.50" 0.89 0.36 0.58
10 Only bipolar disorder " 0.15" "-0.27" 0.56 0.21 0.49
11 PTSD " 0.58" " 0.31" 0.85 0.14 2.86e-05
12 ASD " 1.04" " 0.48" 1.59 0.28 2.62e-04
13 ADHD " 0.46" "-0.30" 1.22 0.39 0.23
14 Personality disorder " 1.28" " 0.90" 1.66 0.19 3.03e-11
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11162 0.02 0.02 44.52 4.15e-54 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.13 |
1.09 |
3.16 |
0.53 |
5.46e-05 |
| phq.sum_score_prepan |
0.58 |
0.57 |
0.60 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.74 |
-0.22 |
1.70 |
0.49 |
0.13 |
| Eating disorders |
0.16 |
-1.69 |
2.02 |
0.95 |
0.86 |
| OCDs |
1.60 |
0.31 |
2.90 |
0.66 |
0.02 |
| PTSD |
1.26 |
-0.26 |
2.78 |
0.78 |
0.10 |
| Depressive disorders |
2.01 |
1.13 |
2.89 |
0.45 |
7.48e-06 |
| Bipolar disorders |
2.51 |
1.56 |
3.46 |
0.48 |
2.07e-07 |
| Female |
0.29 |
0.03 |
0.54 |
0.13 |
0.03 |
| Non-binary/Self-defined |
0.69 |
-0.04 |
1.42 |
0.37 |
0.06 |
| age_category_collapsed_reordered16-18 |
1.75 |
1.14 |
2.37 |
0.32 |
2.79e-08 |
| 19-25 years |
0.83 |
0.49 |
1.16 |
0.17 |
1.39e-06 |
| 36-45 years |
-0.22 |
-0.51 |
0.08 |
0.15 |
0.15 |
| 46-55 years |
-0.44 |
-0.73 |
-0.16 |
0.14 |
0.002 |
| 56-65 years |
-1.04 |
-1.36 |
-0.72 |
0.16 |
2.25e-10 |
| 66-70 years |
-2.05 |
-2.62 |
-1.49 |
0.29 |
9.97e-13 |
| 71-75 years |
-2.59 |
-3.34 |
-1.84 |
0.38 |
1.46e-11 |
| 76+ years |
-1.93 |
-3.39 |
-0.48 |
0.74 |
0.009 |
| Mixed or multiple ethnic origins |
0.10 |
-0.56 |
0.77 |
0.34 |
0.76 |
| Asian or Asian British |
-0.91 |
-1.99 |
0.17 |
0.55 |
0.10 |
| African or African British |
-0.47 |
-2.09 |
1.15 |
0.83 |
0.57 |
| Other ethnicity |
0.32 |
-0.72 |
1.36 |
0.53 |
0.55 |
| Key worker |
-0.55 |
-0.75 |
-0.35 |
0.10 |
6.75e-08 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.12 |
0.03 |
0.04 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.13" " 1.09" " 3.16" 0.53 5.46e-05
2 phq.sum_score_prepan " 0.58" " 0.57" " 0.60" 0.01 0.00e+00
3 Anxiety disorders " 0.74" "-0.22" " 1.70" 0.49 0.13
4 Eating disorders " 0.16" "-1.69" " 2.02" 0.95 0.86
5 OCDs " 1.60" " 0.31" " 2.90" 0.66 0.02
6 PTSD " 1.26" "-0.26" " 2.78" 0.78 0.10
7 Depressive disorders " 2.01" " 1.13" " 2.89" 0.45 7.48e-06
8 Bipolar disorders " 2.51" " 1.56" " 3.46" 0.48 2.07e-07
9 Female " 0.29" " 0.03" " 0.54" 0.13 0.03
10 Non-binary/Self-defined " 0.69" "-0.04" " 1.42" 0.37 0.06
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11162 0.02 0.02 44.52 4.15e-54 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.70 |
1.87 |
3.53 |
0.42 |
2.12e-10 |
| phq.sum_score_prepan |
0.56 |
0.55 |
0.58 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
1.35 |
0.72 |
1.98 |
0.32 |
2.87e-05 |
| Only depressive disorder |
0.90 |
0.22 |
1.58 |
0.35 |
0.010 |
| Only anxiety disorder |
0.30 |
-0.41 |
1.02 |
0.36 |
0.40 |
| Eating disorders |
0.92 |
0.62 |
1.23 |
0.16 |
3.80e-09 |
| OCDs |
0.57 |
0.28 |
0.86 |
0.15 |
9.41e-05 |
| Psychotic and bipolar disorder |
-0.50 |
-1.34 |
0.34 |
0.43 |
0.24 |
| Only psychotic disorder |
0.24 |
-0.45 |
0.94 |
0.35 |
0.50 |
| Only bipolar disorder |
0.31 |
-0.10 |
0.73 |
0.21 |
0.14 |
| PTSD |
0.66 |
0.39 |
0.93 |
0.14 |
1.94e-06 |
| ASD |
0.68 |
0.12 |
1.24 |
0.29 |
0.02 |
| ADHD |
0.32 |
-0.43 |
1.08 |
0.39 |
0.40 |
| Personality disorder |
1.19 |
0.82 |
1.57 |
0.19 |
5.78e-10 |
| Female |
0.12 |
-0.14 |
0.37 |
0.13 |
0.38 |
| Non-binary/Self-defined |
0.28 |
-0.44 |
1.01 |
0.37 |
0.44 |
| age_category_collapsed_reordered16-18 |
1.89 |
1.28 |
2.50 |
0.31 |
1.06e-09 |
| 19-25 years |
0.83 |
0.50 |
1.16 |
0.17 |
8.77e-07 |
| 36-45 years |
-0.18 |
-0.47 |
0.11 |
0.15 |
0.23 |
| 46-55 years |
-0.35 |
-0.63 |
-0.07 |
0.14 |
0.02 |
| 56-65 years |
-0.90 |
-1.22 |
-0.58 |
0.16 |
4.16e-08 |
| 66-70 years |
-1.80 |
-2.36 |
-1.24 |
0.29 |
2.78e-10 |
| 71-75 years |
-2.29 |
-3.04 |
-1.55 |
0.38 |
1.66e-09 |
| 76+ years |
-1.68 |
-3.12 |
-0.23 |
0.74 |
0.02 |
| Mixed or multiple ethnic origins |
0.07 |
-0.58 |
0.73 |
0.34 |
0.83 |
| Asian or Asian British |
-0.67 |
-1.74 |
0.39 |
0.54 |
0.21 |
| African or African British |
-0.31 |
-1.92 |
1.29 |
0.82 |
0.70 |
| Other ethnicity |
0.13 |
-0.88 |
1.15 |
0.52 |
0.79 |
| Key worker |
-0.45 |
-0.65 |
-0.25 |
0.10 |
8.99e-06 |
| Time difference: Lockdown to baseline |
0.07 |
0.01 |
0.13 |
0.03 |
0.02 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.70" " 1.87" " 3.53" 0.42 2.12e-10
2 phq.sum_score_prepan " 0.56" " 0.55" " 0.58" 0.01 0.00e+00
3 Depressive and anxiety disorder " 1.35" " 0.72" " 1.98" 0.32 2.87e-05
4 Only depressive disorder " 0.90" " 0.22" " 1.58" 0.35 0.010
5 Only anxiety disorder " 0.30" "-0.41" " 1.02" 0.36 0.40
6 Eating disorders " 0.92" " 0.62" " 1.23" 0.16 3.80e-09
7 OCDs " 0.57" " 0.28" " 0.86" 0.15 9.41e-05
8 Psychotic and bipolar disorder "-0.50" "-1.34" " 0.34" 0.43 0.24
9 Only psychotic disorder " 0.24" "-0.45" " 0.94" 0.35 0.50
10 Only bipolar disorder " 0.31" "-0.10" " 0.73" 0.21 0.14
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11162 0.02 0.02 44.52 4.15e-54 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
1.87 |
0.86 |
2.88 |
0.52 |
3.01e-04 |
| phq.sum_score_prepan |
0.59 |
0.57 |
0.60 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.73 |
-0.23 |
1.69 |
0.49 |
0.13 |
| Eating disorders |
0.12 |
-1.73 |
1.98 |
0.95 |
0.90 |
| OCDs |
1.64 |
0.34 |
2.93 |
0.66 |
0.01 |
| PTSD |
1.21 |
-0.31 |
2.73 |
0.78 |
0.12 |
| Depressive disorders |
1.96 |
1.08 |
2.84 |
0.45 |
1.25e-05 |
| Bipolar disorders |
2.45 |
1.51 |
3.40 |
0.48 |
3.81e-07 |
| Female |
0.26 |
0.01 |
0.52 |
0.13 |
0.04 |
| Non-binary/Self-defined |
0.66 |
-0.07 |
1.39 |
0.37 |
0.07 |
| Age |
-77.24 |
-87.78 |
-66.69 |
5.38 |
2.46e-46 |
| Age2 |
-3.49 |
-13.89 |
6.91 |
5.31 |
0.51 |
| Mixed or multiple ethnic origins |
0.08 |
-0.58 |
0.75 |
0.34 |
0.80 |
| Asian or Asian British |
-0.88 |
-1.96 |
0.20 |
0.55 |
0.11 |
| African or African British |
-0.45 |
-2.07 |
1.17 |
0.83 |
0.59 |
| Other ethnicity |
0.31 |
-0.73 |
1.34 |
0.53 |
0.56 |
| Key worker |
-0.55 |
-0.75 |
-0.35 |
0.10 |
5.63e-08 |
| Time difference: Lockdown to baseline |
0.07 |
0.01 |
0.12 |
0.03 |
0.03 |
# A tibble: 18 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 1.87" " 0.86" " 2.88" 0.52 3.01e-04
2 phq.sum_score_prepan " 0.59" " 0.57" " 0.60" 0.01 0.00e+00
3 Anxiety disorders " 0.73" " -0.23" " 1.69" 0.49 0.13
4 Eating disorders " 0.12" " -1.73" " 1.98" 0.95 0.90
5 OCDs " 1.64" " 0.34" " 2.93" 0.66 0.01
6 PTSD " 1.21" " -0.31" " 2.73" 0.78 0.12
7 Depressive disorders " 1.96" " 1.08" " 2.84" 0.45 1.25e-05
8 Bipolar disorders " 2.45" " 1.51" " 3.40" 0.48 3.81e-07
9 Female " 0.26" " 0.01" " 0.52" 0.13 0.04
10 Non-binary/Self-defined " 0.66" " -0.07" " 1.39" 0.37 0.07
11 Age "-77.24" "-87.78" "-66.69" 5.38 2.46e-46
12 Age^2 " -3.49" "-13.89" " 6.91" 5.31 0.51
13 Mixed or multiple ethnic origins " 0.08" " -0.58" " 0.75" 0.34 0.80
14 Asian or Asian British " -0.88" " -1.96" " 0.20" 0.55 0.11
15 African or African British " -0.45" " -2.07" " 1.17" 0.83 0.59
16 Other ethnicity " 0.31" " -0.73" " 1.34" 0.53 0.56
17 Key worker " -0.55" " -0.75" " -0.35" 0.10 5.63e-08
18 Time difference: Lockdown to baseline " 0.07" " 0.01" " 0.12" 0.03 0.03
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11162 0.02 0.02 44.52 4.15e-54 6
Model 2b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.53 |
1.73 |
3.34 |
0.41 |
7.05e-10 |
| phq.sum_score_prepan |
0.57 |
0.55 |
0.58 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
1.26 |
0.63 |
1.89 |
0.32 |
8.78e-05 |
| Only depressive disorder |
0.85 |
0.16 |
1.53 |
0.35 |
0.02 |
| Only anxiety disorder |
0.26 |
-0.45 |
0.98 |
0.36 |
0.47 |
| Eating disorders |
0.93 |
0.62 |
1.24 |
0.16 |
2.98e-09 |
| OCDs |
0.56 |
0.28 |
0.85 |
0.15 |
1.15e-04 |
| Psychotic and bipolar disorder |
-0.47 |
-1.31 |
0.37 |
0.43 |
0.28 |
| Only psychotic disorder |
0.27 |
-0.42 |
0.97 |
0.35 |
0.44 |
| Only bipolar disorder |
0.31 |
-0.11 |
0.73 |
0.21 |
0.14 |
| PTSD |
0.67 |
0.40 |
0.94 |
0.14 |
1.31e-06 |
| ASD |
0.74 |
0.18 |
1.30 |
0.29 |
0.009 |
| ADHD |
0.28 |
-0.47 |
1.04 |
0.39 |
0.46 |
| Personality disorder |
1.12 |
0.74 |
1.49 |
0.19 |
6.66e-09 |
| Female |
0.10 |
-0.16 |
0.35 |
0.13 |
0.46 |
| Non-binary/Self-defined |
0.26 |
-0.47 |
0.98 |
0.37 |
0.48 |
| Age |
-71.08 |
-81.67 |
-60.49 |
5.40 |
3.03e-39 |
| Age2 |
-0.13 |
-10.45 |
10.20 |
5.27 |
0.98 |
| Mixed or multiple ethnic origins |
0.05 |
-0.60 |
0.71 |
0.34 |
0.87 |
| Asian or Asian British |
-0.66 |
-1.73 |
0.40 |
0.54 |
0.22 |
| African or African British |
-0.30 |
-1.91 |
1.31 |
0.82 |
0.71 |
| Other ethnicity |
0.12 |
-0.89 |
1.13 |
0.52 |
0.82 |
| Key worker |
-0.46 |
-0.65 |
-0.26 |
0.10 |
6.82e-06 |
| Time difference: Lockdown to baseline |
0.07 |
0.01 |
0.13 |
0.03 |
0.02 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.53" " 1.73" " 3.34" 0.41 7.05e-10
2 phq.sum_score_prepan " 0.57" " 0.55" " 0.58" 0.01 0.00e+00
3 Depressive and anxiety disorder " 1.26" " 0.63" " 1.89" 0.32 8.78e-05
4 Only depressive disorder " 0.85" " 0.16" " 1.53" 0.35 0.02
5 Only anxiety disorder " 0.26" " -0.45" " 0.98" 0.36 0.47
6 Eating disorders " 0.93" " 0.62" " 1.24" 0.16 2.98e-09
7 OCDs " 0.56" " 0.28" " 0.85" 0.15 1.15e-04
8 Psychotic and bipolar disorder " -0.47" " -1.31" " 0.37" 0.43 0.28
9 Only psychotic disorder " 0.27" " -0.42" " 0.97" 0.35 0.44
10 Only bipolar disorder " 0.31" " -0.11" " 0.73" 0.21 0.14
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11162 0.02 0.02 44.52 4.15e-54 6
PHQ prepan: sensitivity
Regression: Absolute scores
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
Subset of participants 3 months prior to pandemic
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.20 |
-0.23 |
4.63 |
1.24 |
0.08 |
| phq.sum_score_prepan |
0.64 |
0.59 |
0.69 |
0.03 |
1.62e-99 |
| Depressive and anxiety disorder |
0.09 |
-1.58 |
1.76 |
0.85 |
0.92 |
| Only depressive disorder |
-0.11 |
-1.91 |
1.69 |
0.92 |
0.91 |
| Only anxiety disorder |
-0.15 |
-2.15 |
1.85 |
1.02 |
0.88 |
| Eating disorders |
1.14 |
0.09 |
2.20 |
0.54 |
0.03 |
| OCDs |
0.04 |
-1.02 |
1.11 |
0.54 |
0.94 |
| Psychotic and bipolar disorder |
-0.82 |
-3.46 |
1.83 |
1.35 |
0.55 |
| Only psychotic disorder |
-0.84 |
-3.47 |
1.78 |
1.34 |
0.53 |
| Only bipolar disorder |
-0.13 |
-1.80 |
1.53 |
0.85 |
0.88 |
| PTSD |
1.41 |
0.43 |
2.39 |
0.50 |
0.005 |
| ASD |
2.51 |
0.66 |
4.37 |
0.94 |
0.008 |
| ADHD |
-1.75 |
-4.34 |
0.83 |
1.32 |
0.18 |
| Personality disorder |
0.46 |
-0.87 |
1.79 |
0.68 |
0.49 |
| Female |
0.41 |
-0.46 |
1.28 |
0.44 |
0.35 |
| Non-binary/Self-defined |
0.17 |
-3.00 |
3.33 |
1.61 |
0.92 |
| age_category_collapsed_reordered16-18 |
1.56 |
-0.35 |
3.47 |
0.97 |
0.11 |
| 19-25 years |
0.28 |
-1.00 |
1.56 |
0.65 |
0.67 |
| 36-45 years |
0.24 |
-0.83 |
1.31 |
0.55 |
0.66 |
| 46-55 years |
-0.75 |
-1.82 |
0.32 |
0.55 |
0.17 |
| 56-65 years |
-0.06 |
-1.19 |
1.06 |
0.57 |
0.91 |
| 66-70 years |
-0.89 |
-2.89 |
1.11 |
1.02 |
0.38 |
| 71-75 years |
-2.96 |
-5.81 |
-0.11 |
1.45 |
0.04 |
| 76+ years |
1.21 |
-2.30 |
4.72 |
1.79 |
0.50 |
| Mixed or multiple ethnic origins |
-1.60 |
-3.90 |
0.70 |
1.17 |
0.17 |
| Asian or Asian British |
-0.15 |
-3.81 |
3.51 |
1.86 |
0.94 |
| African or African British |
-2.48 |
-6.81 |
1.85 |
2.21 |
0.26 |
| Other ethnicity |
-2.58 |
-6.87 |
1.71 |
2.19 |
0.24 |
| Key worker |
-0.18 |
-0.91 |
0.56 |
0.37 |
0.64 |
| Time difference: Lockdown to baseline |
0.06 |
-0.12 |
0.23 |
0.09 |
0.52 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.20" "-0.23" " 4.63" 1.24 0.08
2 phq.sum_score_prepan " 0.64" " 0.59" " 0.69" 0.03 1.62e-99
3 Depressive and anxiety disorder " 0.09" "-1.58" " 1.76" 0.85 0.92
4 Only depressive disorder "-0.11" "-1.91" " 1.69" 0.92 0.91
5 Only anxiety disorder "-0.15" "-2.15" " 1.85" 1.02 0.88
6 Eating disorders " 1.14" " 0.09" " 2.20" 0.54 0.03
7 OCDs " 0.04" "-1.02" " 1.11" 0.54 0.94
8 Psychotic and bipolar disorder "-0.82" "-3.46" " 1.83" 1.35 0.55
9 Only psychotic disorder "-0.84" "-3.47" " 1.78" 1.34 0.53
10 Only bipolar disorder "-0.13" "-1.80" " 1.53" 0.85 0.88
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 827 |
0.02 |
0.01 |
2.97 |
0.007 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 827 0.02 0.01 2.97 0.007 6
Subset of participants 6 months prior to pandemic
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
1.94 |
0.22 |
3.66 |
0.88 |
0.03 |
| phq.sum_score_prepan |
0.62 |
0.59 |
0.66 |
0.02 |
1.08e-190 |
| Depressive and anxiety disorder |
0.57 |
-0.55 |
1.68 |
0.57 |
0.32 |
| Only depressive disorder |
0.29 |
-0.93 |
1.52 |
0.62 |
0.64 |
| Only anxiety disorder |
-0.13 |
-1.47 |
1.21 |
0.69 |
0.85 |
| Eating disorders |
1.35 |
0.58 |
2.13 |
0.39 |
5.91e-04 |
| OCDs |
0.40 |
-0.33 |
1.12 |
0.37 |
0.28 |
| Psychotic and bipolar disorder |
-1.39 |
-3.53 |
0.75 |
1.09 |
0.20 |
| Only psychotic disorder |
-0.05 |
-1.65 |
1.55 |
0.81 |
0.95 |
| Only bipolar disorder |
-0.02 |
-1.11 |
1.07 |
0.55 |
0.97 |
| PTSD |
1.33 |
0.64 |
2.03 |
0.35 |
1.59e-04 |
| ASD |
1.25 |
-0.15 |
2.65 |
0.72 |
0.08 |
| ADHD |
-1.00 |
-2.66 |
0.65 |
0.84 |
0.24 |
| Personality disorder |
1.35 |
0.40 |
2.29 |
0.48 |
0.005 |
| Female |
0.30 |
-0.32 |
0.92 |
0.32 |
0.34 |
| Non-binary/Self-defined |
0.53 |
-1.45 |
2.50 |
1.01 |
0.60 |
| age_category_collapsed_reordered16-18 |
1.98 |
0.79 |
3.17 |
0.61 |
0.001 |
| 19-25 years |
0.29 |
-0.61 |
1.20 |
0.46 |
0.53 |
| 36-45 years |
-0.38 |
-1.15 |
0.39 |
0.39 |
0.33 |
| 46-55 years |
-0.82 |
-1.58 |
-0.05 |
0.39 |
0.04 |
| 56-65 years |
-0.47 |
-1.29 |
0.34 |
0.41 |
0.25 |
| 66-70 years |
-1.28 |
-2.66 |
0.09 |
0.70 |
0.07 |
| 71-75 years |
-2.98 |
-4.65 |
-1.31 |
0.85 |
4.65e-04 |
| 76+ years |
-0.07 |
-2.60 |
2.45 |
1.29 |
0.95 |
| Mixed or multiple ethnic origins |
-0.84 |
-2.44 |
0.76 |
0.82 |
0.30 |
| Asian or Asian British |
-1.05 |
-3.18 |
1.07 |
1.09 |
0.33 |
| African or African British |
-1.68 |
-5.27 |
1.91 |
1.83 |
0.36 |
| Other ethnicity |
-1.30 |
-3.92 |
1.33 |
1.34 |
0.33 |
| Key worker |
-0.23 |
-0.74 |
0.27 |
0.26 |
0.37 |
| Time difference: Lockdown to baseline |
0.09 |
-0.04 |
0.23 |
0.07 |
0.19 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 1.94" " 0.22" " 3.66" 0.88 0.03
2 phq.sum_score_prepan " 0.62" " 0.59" " 0.66" 0.02 1.08e-190
3 Depressive and anxiety disorder " 0.57" "-0.55" " 1.68" 0.57 0.32
4 Only depressive disorder " 0.29" "-0.93" " 1.52" 0.62 0.64
5 Only anxiety disorder "-0.13" "-1.47" " 1.21" 0.69 0.85
6 Eating disorders " 1.35" " 0.58" " 2.13" 0.39 5.91e-04
7 OCDs " 0.40" "-0.33" " 1.12" 0.37 0.28
8 Psychotic and bipolar disorder "-1.39" "-3.53" " 0.75" 1.09 0.20
9 Only psychotic disorder "-0.05" "-1.65" " 1.55" 0.81 0.95
10 Only bipolar disorder "-0.02" "-1.11" " 1.07" 0.55 0.97
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1633 |
0.02 |
0.02 |
5.49 |
1.22e-05 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1633 0.02 0.02 5.49 1.22e-05 6
Subset of participants 9 months prior to pandemic
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.03 |
1.62 |
4.43 |
0.72 |
2.51e-05 |
| phq.sum_score_prepan |
0.60 |
0.57 |
0.63 |
0.01 |
6.22e-281 |
| Depressive and anxiety disorder |
0.78 |
-0.13 |
1.70 |
0.47 |
0.09 |
| Only depressive disorder |
0.52 |
-0.47 |
1.51 |
0.51 |
0.30 |
| Only anxiety disorder |
-0.29 |
-1.40 |
0.82 |
0.57 |
0.60 |
| Eating disorders |
1.40 |
0.78 |
2.02 |
0.32 |
9.53e-06 |
| OCDs |
0.38 |
-0.20 |
0.96 |
0.30 |
0.20 |
| Psychotic and bipolar disorder |
-0.75 |
-2.36 |
0.87 |
0.82 |
0.36 |
| Only psychotic disorder |
0.55 |
-0.74 |
1.85 |
0.66 |
0.40 |
| Only bipolar disorder |
0.40 |
-0.46 |
1.27 |
0.44 |
0.36 |
| PTSD |
1.17 |
0.63 |
1.72 |
0.28 |
2.52e-05 |
| ASD |
0.79 |
-0.34 |
1.93 |
0.58 |
0.17 |
| ADHD |
-0.86 |
-2.27 |
0.54 |
0.72 |
0.23 |
| Personality disorder |
1.35 |
0.60 |
2.10 |
0.38 |
4.21e-04 |
| Female |
-0.08 |
-0.56 |
0.41 |
0.25 |
0.76 |
| Non-binary/Self-defined |
0.11 |
-1.40 |
1.63 |
0.77 |
0.89 |
| age_category_collapsed_reordered16-18 |
2.11 |
1.04 |
3.17 |
0.54 |
1.11e-04 |
| 19-25 years |
0.37 |
-0.37 |
1.11 |
0.38 |
0.33 |
| 36-45 years |
-0.19 |
-0.80 |
0.42 |
0.31 |
0.54 |
| 46-55 years |
-0.43 |
-1.02 |
0.16 |
0.30 |
0.15 |
| 56-65 years |
-0.69 |
-1.32 |
-0.05 |
0.33 |
0.04 |
| 66-70 years |
-1.07 |
-2.11 |
-0.02 |
0.53 |
0.05 |
| 71-75 years |
-2.31 |
-3.60 |
-1.02 |
0.66 |
4.63e-04 |
| 76+ years |
-0.53 |
-2.71 |
1.65 |
1.11 |
0.63 |
| Mixed or multiple ethnic origins |
0.01 |
-1.39 |
1.42 |
0.72 |
0.99 |
| Asian or Asian British |
-1.04 |
-2.77 |
0.69 |
0.88 |
0.24 |
| African or African British |
0.51 |
-2.30 |
3.32 |
1.43 |
0.72 |
| Other ethnicity |
-1.53 |
-3.34 |
0.29 |
0.92 |
0.10 |
| Key worker |
-0.37 |
-0.78 |
0.03 |
0.21 |
0.07 |
| Time difference: Lockdown to baseline |
0.00 |
-0.11 |
0.12 |
0.06 |
0.94 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.03" " 1.62" " 4.43" 0.72 2.51e-05
2 phq.sum_score_prepan " 0.60" " 0.57" " 0.63" 0.01 6.22e-281
3 Depressive and anxiety disorder " 0.78" "-0.13" " 1.70" 0.47 0.09
4 Only depressive disorder " 0.52" "-0.47" " 1.51" 0.51 0.30
5 Only anxiety disorder "-0.29" "-1.40" " 0.82" 0.57 0.60
6 Eating disorders " 1.40" " 0.78" " 2.02" 0.32 9.53e-06
7 OCDs " 0.38" "-0.20" " 0.96" 0.30 0.20
8 Psychotic and bipolar disorder "-0.75" "-2.36" " 0.87" 0.82 0.36
9 Only psychotic disorder " 0.55" "-0.74" " 1.85" 0.66 0.40
10 Only bipolar disorder " 0.40" "-0.46" " 1.27" 0.44 0.36
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 2709 |
0.03 |
0.03 |
13.19 |
9.03e-15 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 2709 0.03 0.03 13.19 9.03e-15 6
PHQ retro
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.04 |
2.90 |
3.18 |
0.07 |
0.00e+00 |
| Anxiety disorders |
0.61 |
0.28 |
0.93 |
0.17 |
2.45e-04 |
| Eating disorders |
0.57 |
-0.40 |
1.54 |
0.50 |
0.25 |
| OCDs |
1.07 |
0.29 |
1.85 |
0.40 |
0.007 |
| PTSD |
1.06 |
0.26 |
1.86 |
0.41 |
0.010 |
| Depressive disorders |
0.92 |
0.74 |
1.09 |
0.09 |
1.60e-25 |
| Bipolar disorders |
0.89 |
0.50 |
1.27 |
0.20 |
7.07e-06 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 3.04 " 2.90" 3.18 0.07 0.00e+00
2 Anxiety disorders 0.61 " 0.28" 0.93 0.17 2.45e-04
3 Eating disorders 0.57 "-0.40" 1.54 0.50 0.25
4 OCDs 1.07 " 0.29" 1.85 0.40 0.007
5 PTSD 1.06 " 0.26" 1.86 0.41 0.010
6 Depressive disorders 0.92 " 0.74" 1.09 0.09 1.60e-25
7 Bipolar disorders 0.89 " 0.50" 1.27 0.20 7.07e-06
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 19512 |
0.01 |
0.01 |
18.92 |
4.40e-22 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 19512 0.01 0.01 18.92 4.40e-22 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.08 |
2.95 |
3.22 |
0.07 |
0.00e+00 |
| Depressive and anxiety disorder |
0.74 |
0.56 |
0.92 |
0.09 |
1.08e-15 |
| Only depressive disorder |
0.41 |
0.17 |
0.65 |
0.12 |
8.67e-04 |
| Only anxiety disorder |
0.59 |
0.29 |
0.88 |
0.15 |
9.74e-05 |
| Eating disorders |
0.66 |
0.37 |
0.94 |
0.14 |
5.62e-06 |
| OCDs |
0.19 |
-0.08 |
0.47 |
0.14 |
0.16 |
| Psychotic and bipolar disorder |
-0.92 |
-1.71 |
-0.14 |
0.40 |
0.02 |
| Only psychotic disorder |
-0.55 |
-1.23 |
0.13 |
0.35 |
0.11 |
| Only bipolar disorder |
-0.09 |
-0.51 |
0.34 |
0.22 |
0.69 |
| PTSD |
0.56 |
0.30 |
0.81 |
0.13 |
1.57e-05 |
| ASD |
0.51 |
0.02 |
1.00 |
0.25 |
0.04 |
| ADHD |
0.08 |
-0.57 |
0.73 |
0.33 |
0.80 |
| Personality disorder |
0.29 |
-0.07 |
0.65 |
0.18 |
0.11 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.08" " 2.95" " 3.22" 0.07 0.00e+00
2 Depressive and anxiety disorder " 0.74" " 0.56" " 0.92" 0.09 1.08e-15
3 Only depressive disorder " 0.41" " 0.17" " 0.65" 0.12 8.67e-04
4 Only anxiety disorder " 0.59" " 0.29" " 0.88" 0.15 9.74e-05
5 Eating disorders " 0.66" " 0.37" " 0.94" 0.14 5.62e-06
6 OCDs " 0.19" "-0.08" " 0.47" 0.14 0.16
7 Psychotic and bipolar disorder "-0.92" "-1.71" "-0.14" 0.40 0.02
8 Only psychotic disorder "-0.55" "-1.23" " 0.13" 0.35 0.11
9 Only bipolar disorder "-0.09" "-0.51" " 0.34" 0.22 0.69
10 PTSD " 0.56" " 0.30" " 0.81" 0.13 1.57e-05
11 ASD " 0.51" " 0.02" " 1.00" 0.25 0.04
12 ADHD " 0.08" "-0.57" " 0.73" 0.33 0.80
13 Personality disorder " 0.29" "-0.07" " 0.65" 0.18 0.11
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 19512 |
0.01 |
0.01 |
18.92 |
4.40e-22 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 19512 0.01 0.01 18.92 4.40e-22 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
4.47 |
4.09 |
4.84 |
0.19 |
1.67e-119 |
| Anxiety disorders |
0.24 |
-0.11 |
0.58 |
0.17 |
0.18 |
| Eating disorders |
0.03 |
-0.97 |
1.04 |
0.51 |
0.95 |
| OCDs |
0.35 |
-0.46 |
1.15 |
0.41 |
0.40 |
| PTSD |
0.75 |
-0.09 |
1.58 |
0.43 |
0.08 |
| Depressive disorders |
0.69 |
0.50 |
0.88 |
0.10 |
1.63e-12 |
| Bipolar disorders |
0.70 |
0.30 |
1.10 |
0.20 |
6.20e-04 |
| Female |
0.75 |
0.55 |
0.95 |
0.10 |
2.56e-13 |
| Non-binary/Self-defined |
0.16 |
-0.52 |
0.84 |
0.35 |
0.64 |
| age_category_collapsed_reordered16-18 |
1.41 |
0.98 |
1.84 |
0.22 |
1.45e-10 |
| 19-25 years |
0.82 |
0.52 |
1.12 |
0.15 |
7.67e-08 |
| 36-45 years |
-0.41 |
-0.68 |
-0.15 |
0.13 |
0.002 |
| 46-55 years |
-0.43 |
-0.68 |
-0.18 |
0.13 |
6.63e-04 |
| 56-65 years |
-0.58 |
-0.83 |
-0.33 |
0.13 |
5.95e-06 |
| 66-70 years |
-0.95 |
-1.31 |
-0.59 |
0.19 |
3.03e-07 |
| 71-75 years |
-1.05 |
-1.50 |
-0.60 |
0.23 |
5.38e-06 |
| 76+ years |
-1.28 |
-2.05 |
-0.51 |
0.39 |
0.001 |
| Mixed or multiple ethnic origins |
-0.21 |
-0.77 |
0.34 |
0.28 |
0.45 |
| Asian or Asian British |
-0.19 |
-0.90 |
0.52 |
0.36 |
0.60 |
| African or African British |
-0.28 |
-1.46 |
0.91 |
0.60 |
0.65 |
| Other ethnicity |
-0.40 |
-1.39 |
0.58 |
0.50 |
0.42 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.27 |
-0.20 |
0.02 |
9.59e-36 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 4.47" " 4.09" " 4.84" 0.19 1.67e-119
2 Anxiety disorders " 0.24" "-0.11" " 0.58" 0.17 0.18
3 Eating disorders " 0.03" "-0.97" " 1.04" 0.51 0.95
4 OCDs " 0.35" "-0.46" " 1.15" 0.41 0.40
5 PTSD " 0.75" "-0.09" " 1.58" 0.43 0.08
6 Depressive disorders " 0.69" " 0.50" " 0.88" 0.10 1.63e-12
7 Bipolar disorders " 0.70" " 0.30" " 1.10" 0.20 6.20e-04
8 Female " 0.75" " 0.55" " 0.95" 0.10 2.56e-13
9 Non-binary/Self-defined " 0.16" "-0.52" " 0.84" 0.35 0.64
10 age_category_collapsed_reordered16-18 " 1.41" " 0.98" " 1.84" 0.22 1.45e-10
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 19512 |
0.01 |
0.01 |
18.92 |
4.40e-22 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 19512 0.01 0.01 18.92 4.40e-22 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
4.35 |
3.98 |
4.73 |
0.19 |
9.70e-113 |
| Depressive and anxiety disorder |
0.59 |
0.39 |
0.79 |
0.10 |
8.12e-09 |
| Only depressive disorder |
0.45 |
0.20 |
0.71 |
0.13 |
5.25e-04 |
| Only anxiety disorder |
0.26 |
-0.05 |
0.57 |
0.16 |
0.11 |
| Eating disorders |
0.43 |
0.15 |
0.72 |
0.15 |
0.003 |
| OCDs |
0.04 |
-0.23 |
0.32 |
0.14 |
0.76 |
| Psychotic and bipolar disorder |
-0.69 |
-1.48 |
0.10 |
0.40 |
0.09 |
| Only psychotic disorder |
-0.42 |
-1.11 |
0.27 |
0.35 |
0.23 |
| Only bipolar disorder |
0.05 |
-0.38 |
0.48 |
0.22 |
0.83 |
| PTSD |
0.57 |
0.31 |
0.83 |
0.13 |
1.50e-05 |
| ASD |
0.20 |
-0.30 |
0.70 |
0.26 |
0.44 |
| ADHD |
0.00 |
-0.66 |
0.67 |
0.34 |
1.00 |
| Personality disorder |
0.26 |
-0.11 |
0.63 |
0.19 |
0.17 |
| Female |
0.68 |
0.48 |
0.88 |
0.10 |
2.01e-11 |
| Non-binary/Self-defined |
0.03 |
-0.64 |
0.71 |
0.34 |
0.92 |
| age_category_collapsed_reordered16-18 |
1.60 |
1.17 |
2.02 |
0.22 |
1.35e-13 |
| 19-25 years |
0.85 |
0.55 |
1.14 |
0.15 |
2.28e-08 |
| 36-45 years |
-0.41 |
-0.68 |
-0.15 |
0.13 |
0.002 |
| 46-55 years |
-0.41 |
-0.66 |
-0.17 |
0.13 |
0.001 |
| 56-65 years |
-0.49 |
-0.75 |
-0.24 |
0.13 |
1.49e-04 |
| 66-70 years |
-0.73 |
-1.10 |
-0.36 |
0.19 |
1.11e-04 |
| 71-75 years |
-0.87 |
-1.33 |
-0.42 |
0.23 |
1.72e-04 |
| 76+ years |
-1.12 |
-1.88 |
-0.36 |
0.39 |
0.004 |
| Mixed or multiple ethnic origins |
-0.11 |
-0.66 |
0.44 |
0.28 |
0.70 |
| Asian or Asian British |
0.00 |
-0.69 |
0.69 |
0.35 |
1.00 |
| African or African British |
-0.20 |
-1.36 |
0.96 |
0.59 |
0.73 |
| Other ethnicity |
-0.53 |
-1.49 |
0.44 |
0.49 |
0.28 |
| Key worker |
0.26 |
0.09 |
0.42 |
0.08 |
0.002 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.27 |
-0.20 |
0.02 |
1.00e-36 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 4.35" " 3.98" " 4.73" 0.19 9.70e-113
2 Depressive and anxiety disorder " 0.59" " 0.39" " 0.79" 0.10 8.12e-09
3 Only depressive disorder " 0.45" " 0.20" " 0.71" 0.13 5.25e-04
4 Only anxiety disorder " 0.26" "-0.05" " 0.57" 0.16 0.11
5 Eating disorders " 0.43" " 0.15" " 0.72" 0.15 0.003
6 OCDs " 0.04" "-0.23" " 0.32" 0.14 0.76
7 Psychotic and bipolar disorder "-0.69" "-1.48" " 0.10" 0.40 0.09
8 Only psychotic disorder "-0.42" "-1.11" " 0.27" 0.35 0.23
9 Only bipolar disorder " 0.05" "-0.38" " 0.48" 0.22 0.83
10 PTSD " 0.57" " 0.31" " 0.83" 0.13 1.50e-05
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 19512 |
0.01 |
0.01 |
18.92 |
4.40e-22 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 19512 0.01 0.01 18.92 4.40e-22 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.70 |
2.28 |
3.13 |
0.22 |
2.00e-35 |
| Anxiety disorders |
0.27 |
-0.15 |
0.69 |
0.21 |
0.21 |
| Eating disorders |
0.19 |
-1.03 |
1.41 |
0.62 |
0.76 |
| OCDs |
0.17 |
-0.84 |
1.18 |
0.51 |
0.74 |
| PTSD |
0.93 |
-0.26 |
2.11 |
0.60 |
0.12 |
| Depressive disorders |
0.94 |
0.71 |
1.17 |
0.12 |
1.12e-15 |
| Bipolar disorders |
0.94 |
0.49 |
1.38 |
0.23 |
3.45e-05 |
| Female |
0.51 |
0.29 |
0.73 |
0.11 |
6.00e-06 |
| Non-binary/Self-defined |
-0.56 |
-1.30 |
0.18 |
0.38 |
0.14 |
| Age |
-77.73 |
-89.91 |
-65.54 |
6.22 |
1.14e-35 |
| Age2 |
7.11 |
-4.48 |
18.71 |
5.92 |
0.23 |
| Mixed or multiple ethnic origins |
-0.30 |
-0.93 |
0.32 |
0.32 |
0.34 |
| Asian or Asian British |
-0.53 |
-1.42 |
0.35 |
0.45 |
0.23 |
| African or African British |
-0.16 |
-1.60 |
1.28 |
0.73 |
0.83 |
| Other ethnicity |
-0.12 |
-1.24 |
1.00 |
0.57 |
0.84 |
| Time difference: Lockdown to baseline |
-0.08 |
-0.13 |
-0.04 |
0.02 |
7.29e-04 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.70" " 2.28" " 3.13" 0.22 2.00e-35
2 Anxiety disorders " 0.27" " -0.15" " 0.69" 0.21 0.21
3 Eating disorders " 0.19" " -1.03" " 1.41" 0.62 0.76
4 OCDs " 0.17" " -0.84" " 1.18" 0.51 0.74
5 PTSD " 0.93" " -0.26" " 2.11" 0.60 0.12
6 Depressive disorders " 0.94" " 0.71" " 1.17" 0.12 1.12e-15
7 Bipolar disorders " 0.94" " 0.49" " 1.38" 0.23 3.45e-05
8 Female " 0.51" " 0.29" " 0.73" 0.11 6.00e-06
9 Non-binary/Self-defined " -0.56" " -1.30" " 0.18" 0.38 0.14
10 Age "-77.73" "-89.91" "-65.54" 6.22 1.14e-35
11 Age^2 " 7.11" " -4.48" " 18.71" 5.92 0.23
12 Mixed or multiple ethnic origins " -0.30" " -0.93" " 0.32" 0.32 0.34
13 Asian or Asian British " -0.53" " -1.42" " 0.35" 0.45 0.23
14 African or African British " -0.16" " -1.60" " 1.28" 0.73 0.83
15 Other ethnicity " -0.12" " -1.24" " 1.00" 0.57 0.84
16 Time difference: Lockdown to baseline " -0.08" " -0.13" " -0.04" 0.02 7.29e-04
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 14206 |
0.01 |
0.01 |
31.21 |
1.73e-37 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 14206 0.01 0.01 31.21 1.73e-37 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.63 |
2.20 |
3.05 |
0.22 |
1.95e-33 |
| Depressive and anxiety disorder |
0.84 |
0.60 |
1.08 |
0.12 |
3.13e-12 |
| Only depressive disorder |
0.70 |
0.40 |
1.01 |
0.16 |
6.54e-06 |
| Only anxiety disorder |
0.28 |
-0.11 |
0.66 |
0.20 |
0.16 |
| Eating disorders |
0.36 |
0.04 |
0.68 |
0.16 |
0.03 |
| OCDs |
-0.10 |
-0.40 |
0.21 |
0.16 |
0.53 |
| Psychotic and bipolar disorder |
-0.55 |
-1.47 |
0.37 |
0.47 |
0.24 |
| Only psychotic disorder |
-0.26 |
-1.01 |
0.49 |
0.38 |
0.50 |
| Only bipolar disorder |
0.01 |
-0.45 |
0.47 |
0.23 |
0.97 |
| PTSD |
0.64 |
0.35 |
0.93 |
0.15 |
1.45e-05 |
| ASD |
-0.07 |
-0.65 |
0.52 |
0.30 |
0.83 |
| ADHD |
0.09 |
-0.70 |
0.88 |
0.40 |
0.82 |
| Personality disorder |
0.32 |
-0.09 |
0.72 |
0.21 |
0.13 |
| Female |
0.44 |
0.22 |
0.66 |
0.11 |
9.60e-05 |
| Non-binary/Self-defined |
-0.65 |
-1.39 |
0.08 |
0.38 |
0.08 |
| Age |
-73.53 |
-86.03 |
-61.02 |
6.38 |
1.39e-30 |
| Age2 |
12.99 |
1.14 |
24.84 |
6.05 |
0.03 |
| Mixed or multiple ethnic origins |
-0.28 |
-0.91 |
0.34 |
0.32 |
0.37 |
| Asian or Asian British |
-0.41 |
-1.27 |
0.45 |
0.44 |
0.35 |
| African or African British |
-0.14 |
-1.54 |
1.27 |
0.72 |
0.85 |
| Other ethnicity |
-0.30 |
-1.40 |
0.80 |
0.56 |
0.59 |
| Key worker |
0.27 |
0.09 |
0.45 |
0.09 |
0.004 |
| Time difference: Lockdown to baseline |
-0.08 |
-0.13 |
-0.03 |
0.02 |
7.77e-04 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.63" " 2.20" " 3.05" 0.22 1.95e-33
2 Depressive and anxiety disorder " 0.84" " 0.60" " 1.08" 0.12 3.13e-12
3 Only depressive disorder " 0.70" " 0.40" " 1.01" 0.16 6.54e-06
4 Only anxiety disorder " 0.28" " -0.11" " 0.66" 0.20 0.16
5 Eating disorders " 0.36" " 0.04" " 0.68" 0.16 0.03
6 OCDs " -0.10" " -0.40" " 0.21" 0.16 0.53
7 Psychotic and bipolar disorder " -0.55" " -1.47" " 0.37" 0.47 0.24
8 Only psychotic disorder " -0.26" " -1.01" " 0.49" 0.38 0.50
9 Only bipolar disorder " 0.01" " -0.45" " 0.47" 0.23 0.97
10 PTSD " 0.64" " 0.35" " 0.93" 0.15 1.45e-05
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 14206 |
0.01 |
0.01 |
31.21 |
1.73e-37 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 14206 0.01 0.01 31.21 1.73e-37 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.98 |
3.84 |
4.12 |
0.07 |
0.00e+00 |
| phq.sum_score_retro |
0.67 |
0.65 |
0.68 |
0.01 |
0.00e+00 |
| Anxiety disorders |
1.27 |
0.96 |
1.58 |
0.16 |
5.42e-16 |
| Eating disorders |
1.44 |
0.52 |
2.36 |
0.47 |
0.002 |
| OCDs |
2.27 |
1.53 |
3.01 |
0.38 |
1.97e-09 |
| PTSD |
2.06 |
1.30 |
2.83 |
0.39 |
1.05e-07 |
| Depressive disorders |
2.53 |
2.35 |
2.70 |
0.09 |
4.76e-173 |
| Bipolar disorders |
3.32 |
2.94 |
3.70 |
0.19 |
7.81e-66 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 3.98 3.84 4.12 0.07 0.00e+00
2 phq.sum_score_retro 0.67 0.65 0.68 0.01 0.00e+00
3 Anxiety disorders 1.27 0.96 1.58 0.16 5.42e-16
4 Eating disorders 1.44 0.52 2.36 0.47 0.002
5 OCDs 2.27 1.53 3.01 0.38 1.97e-09
6 PTSD 2.06 1.30 2.83 0.39 1.05e-07
7 Depressive disorders 2.53 2.35 2.70 0.09 4.76e-173
8 Bipolar disorders 3.32 2.94 3.70 0.19 7.81e-66
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 19512 |
0.43 |
0.43 |
2104.41 |
0.00e+00 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 19512 0.43 0.43 2104.41 0.00e+00 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
4.22 |
4.09 |
4.36 |
0.07 |
0.00e+00 |
| phq.sum_score_retro |
0.63 |
0.61 |
0.64 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.33 |
2.15 |
2.51 |
0.09 |
1.27e-140 |
| Only depressive disorder |
1.19 |
0.96 |
1.42 |
0.12 |
1.20e-24 |
| Only anxiety disorder |
1.22 |
0.94 |
1.49 |
0.14 |
9.57e-18 |
| Eating disorders |
1.08 |
0.81 |
1.34 |
0.14 |
1.85e-15 |
| OCDs |
0.78 |
0.52 |
1.03 |
0.13 |
2.12e-09 |
| Psychotic and bipolar disorder |
-0.59 |
-1.32 |
0.14 |
0.37 |
0.12 |
| Only psychotic disorder |
-0.16 |
-0.80 |
0.48 |
0.32 |
0.62 |
| Only bipolar disorder |
0.45 |
0.05 |
0.84 |
0.20 |
0.03 |
| PTSD |
1.01 |
0.77 |
1.25 |
0.12 |
8.41e-17 |
| ASD |
1.31 |
0.85 |
1.76 |
0.23 |
1.83e-08 |
| ADHD |
0.74 |
0.13 |
1.35 |
0.31 |
0.02 |
| Personality disorder |
1.39 |
1.05 |
1.73 |
0.17 |
1.23e-15 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 4.22" " 4.09" 4.36 0.07 0.00e+00
2 phq.sum_score_retro " 0.63" " 0.61" 0.64 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.33" " 2.15" 2.51 0.09 1.27e-140
4 Only depressive disorder " 1.19" " 0.96" 1.42 0.12 1.20e-24
5 Only anxiety disorder " 1.22" " 0.94" 1.49 0.14 9.57e-18
6 Eating disorders " 1.08" " 0.81" 1.34 0.14 1.85e-15
7 OCDs " 0.78" " 0.52" 1.03 0.13 2.12e-09
8 Psychotic and bipolar disorder "-0.59" "-1.32" 0.14 0.37 0.12
9 Only psychotic disorder "-0.16" "-0.80" 0.48 0.32 0.62
10 Only bipolar disorder " 0.45" " 0.05" 0.84 0.20 0.03
11 PTSD " 1.01" " 0.77" 1.25 0.12 8.41e-17
12 ASD " 1.31" " 0.85" 1.76 0.23 1.83e-08
13 ADHD " 0.74" " 0.13" 1.35 0.31 0.02
14 Personality disorder " 1.39" " 1.05" 1.73 0.17 1.23e-15
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23090 |
0.18 |
0.18 |
844.05 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23090 0.18 0.18 844.05 0.00e+00 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.76 |
5.40 |
6.12 |
0.18 |
7.54e-213 |
| phq.sum_score_retro |
0.62 |
0.60 |
0.63 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.78 |
0.46 |
1.10 |
0.16 |
1.72e-06 |
| Eating disorders |
0.80 |
-0.13 |
1.73 |
0.48 |
0.09 |
| OCDs |
1.22 |
0.47 |
1.97 |
0.38 |
0.001 |
| PTSD |
1.72 |
0.94 |
2.50 |
0.40 |
1.57e-05 |
| Depressive disorders |
2.37 |
2.18 |
2.56 |
0.10 |
3.02e-132 |
| Bipolar disorders |
3.26 |
2.88 |
3.65 |
0.20 |
1.30e-61 |
| Female |
0.76 |
0.57 |
0.95 |
0.10 |
1.27e-15 |
| Non-binary/Self-defined |
0.96 |
0.33 |
1.59 |
0.32 |
0.003 |
| age_category_collapsed_reordered16-18 |
2.80 |
2.39 |
3.21 |
0.21 |
4.59e-41 |
| 19-25 years |
1.27 |
0.99 |
1.54 |
0.14 |
7.88e-19 |
| 36-45 years |
-0.47 |
-0.72 |
-0.23 |
0.12 |
1.43e-04 |
| 46-55 years |
-0.56 |
-0.79 |
-0.33 |
0.12 |
2.13e-06 |
| 56-65 years |
-1.00 |
-1.24 |
-0.77 |
0.12 |
9.46e-17 |
| 66-70 years |
-1.70 |
-2.04 |
-1.35 |
0.18 |
6.23e-22 |
| 71-75 years |
-1.79 |
-2.21 |
-1.36 |
0.22 |
2.16e-16 |
| 76+ years |
-1.86 |
-2.58 |
-1.14 |
0.37 |
4.02e-07 |
| Mixed or multiple ethnic origins |
-0.02 |
-0.54 |
0.49 |
0.26 |
0.93 |
| Asian or Asian British |
-0.10 |
-0.76 |
0.56 |
0.34 |
0.76 |
| African or African British |
-0.15 |
-1.25 |
0.94 |
0.56 |
0.78 |
| Other ethnicity |
0.06 |
-0.87 |
0.98 |
0.47 |
0.91 |
| Key worker |
-0.17 |
-0.33 |
-0.02 |
0.08 |
0.03 |
| Time difference: Lockdown to baseline |
-0.22 |
-0.26 |
-0.19 |
0.02 |
3.56e-37 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.76" " 5.40" " 6.12" 0.18 7.54e-213
2 phq.sum_score_retro " 0.62" " 0.60" " 0.63" 0.01 0.00e+00
3 Anxiety disorders " 0.78" " 0.46" " 1.10" 0.16 1.72e-06
4 Eating disorders " 0.80" "-0.13" " 1.73" 0.48 0.09
5 OCDs " 1.22" " 0.47" " 1.97" 0.38 0.001
6 PTSD " 1.72" " 0.94" " 2.50" 0.40 1.57e-05
7 Depressive disorders " 2.37" " 2.18" " 2.56" 0.10 3.02e-132
8 Bipolar disorders " 3.26" " 2.88" " 3.65" 0.20 1.30e-61
9 Female " 0.76" " 0.57" " 0.95" 0.10 1.27e-15
10 Non-binary/Self-defined " 0.96" " 0.33" " 1.59" 0.32 0.003
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23090 |
0.18 |
0.18 |
844.05 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23090 0.18 0.18 844.05 0.00e+00 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.82 |
5.47 |
6.17 |
0.18 |
1.94e-227 |
| phq.sum_score_retro |
0.58 |
0.57 |
0.60 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.24 |
2.05 |
2.44 |
0.10 |
2.38e-114 |
| Only depressive disorder |
1.39 |
1.15 |
1.63 |
0.12 |
4.57e-30 |
| Only anxiety disorder |
0.79 |
0.50 |
1.08 |
0.15 |
8.38e-08 |
| Eating disorders |
0.81 |
0.54 |
1.08 |
0.14 |
2.63e-09 |
| OCDs |
0.58 |
0.32 |
0.84 |
0.13 |
8.74e-06 |
| Psychotic and bipolar disorder |
-0.30 |
-1.02 |
0.43 |
0.37 |
0.42 |
| Only psychotic disorder |
-0.01 |
-0.64 |
0.63 |
0.32 |
0.99 |
| Only bipolar disorder |
0.65 |
0.26 |
1.05 |
0.20 |
0.001 |
| PTSD |
1.10 |
0.86 |
1.34 |
0.12 |
2.66e-19 |
| ASD |
0.74 |
0.28 |
1.20 |
0.24 |
0.002 |
| ADHD |
0.54 |
-0.08 |
1.15 |
0.31 |
0.09 |
| Personality disorder |
1.41 |
1.06 |
1.75 |
0.17 |
7.55e-16 |
| Female |
0.66 |
0.47 |
0.84 |
0.09 |
2.66e-12 |
| Non-binary/Self-defined |
0.48 |
-0.14 |
1.10 |
0.32 |
0.13 |
| age_category_collapsed_reordered16-18 |
3.12 |
2.73 |
3.52 |
0.20 |
1.50e-54 |
| 19-25 years |
1.27 |
1.00 |
1.55 |
0.14 |
9.47e-20 |
| 36-45 years |
-0.44 |
-0.68 |
-0.20 |
0.12 |
3.64e-04 |
| 46-55 years |
-0.44 |
-0.66 |
-0.21 |
0.12 |
1.79e-04 |
| 56-65 years |
-0.78 |
-1.02 |
-0.55 |
0.12 |
6.23e-11 |
| 66-70 years |
-1.37 |
-1.71 |
-1.03 |
0.17 |
2.87e-15 |
| 71-75 years |
-1.45 |
-1.87 |
-1.03 |
0.21 |
1.21e-11 |
| 76+ years |
-1.57 |
-2.27 |
-0.87 |
0.36 |
1.15e-05 |
| Mixed or multiple ethnic origins |
0.07 |
-0.44 |
0.57 |
0.26 |
0.80 |
| Asian or Asian British |
0.18 |
-0.45 |
0.81 |
0.32 |
0.57 |
| African or African British |
-0.01 |
-1.08 |
1.06 |
0.54 |
0.98 |
| Other ethnicity |
-0.13 |
-1.02 |
0.76 |
0.45 |
0.77 |
| Key worker |
-0.08 |
-0.23 |
0.07 |
0.08 |
0.29 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.26 |
-0.19 |
0.02 |
6.65e-39 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.82" " 5.47" " 6.17" 0.18 1.94e-227
2 phq.sum_score_retro " 0.58" " 0.57" " 0.60" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.24" " 2.05" " 2.44" 0.10 2.38e-114
4 Only depressive disorder " 1.39" " 1.15" " 1.63" 0.12 4.57e-30
5 Only anxiety disorder " 0.79" " 0.50" " 1.08" 0.15 8.38e-08
6 Eating disorders " 0.81" " 0.54" " 1.08" 0.14 2.63e-09
7 OCDs " 0.58" " 0.32" " 0.84" 0.13 8.74e-06
8 Psychotic and bipolar disorder "-0.30" "-1.02" " 0.43" 0.37 0.42
9 Only psychotic disorder "-0.01" "-0.64" " 0.63" 0.32 0.99
10 Only bipolar disorder " 0.65" " 0.26" " 1.05" 0.20 0.001
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23090 |
0.18 |
0.18 |
844.05 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23090 0.18 0.18 844.05 0.00e+00 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.43 |
3.03 |
3.83 |
0.20 |
3.48e-62 |
| phq.sum_score_retro |
0.63 |
0.62 |
0.65 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.83 |
0.44 |
1.22 |
0.20 |
2.94e-05 |
| Eating disorders |
1.25 |
0.12 |
2.38 |
0.58 |
0.03 |
| OCDs |
1.51 |
0.57 |
2.44 |
0.48 |
0.002 |
| PTSD |
2.16 |
1.06 |
3.25 |
0.56 |
1.13e-04 |
| Depressive disorders |
2.69 |
2.47 |
2.92 |
0.12 |
2.45e-118 |
| Bipolar disorders |
3.52 |
3.10 |
3.95 |
0.22 |
1.37e-58 |
| Female |
0.51 |
0.30 |
0.71 |
0.10 |
1.28e-06 |
| Non-binary/Self-defined |
0.32 |
-0.37 |
1.00 |
0.35 |
0.36 |
| Age |
-119.55 |
-131.11 |
-107.99 |
5.90 |
5.87e-90 |
| Age2 |
11.33 |
0.25 |
22.41 |
5.65 |
0.05 |
| Mixed or multiple ethnic origins |
-0.09 |
-0.67 |
0.49 |
0.30 |
0.76 |
| Asian or Asian British |
-0.26 |
-1.07 |
0.56 |
0.42 |
0.54 |
| African or African British |
-0.16 |
-1.49 |
1.17 |
0.68 |
0.82 |
| Other ethnicity |
0.34 |
-0.71 |
1.39 |
0.53 |
0.52 |
| Key worker |
-0.17 |
-0.34 |
0.00 |
0.09 |
0.05 |
| Time difference: Lockdown to baseline |
-0.04 |
-0.08 |
0.01 |
0.02 |
0.12 |
# A tibble: 18 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.43" " 3.03" " 3.83" 0.20 3.48e-62
2 phq.sum_score_retro " 0.63" " 0.62" " 0.65" 0.01 0.00e+00
3 Anxiety disorders " 0.83" " 0.44" " 1.22" 0.20 2.94e-05
4 Eating disorders " 1.25" " 0.12" " 2.38" 0.58 0.03
5 OCDs " 1.51" " 0.57" " 2.44" 0.48 0.002
6 PTSD " 2.16" " 1.06" " 3.25" 0.56 1.13e-04
7 Depressive disorders " 2.69" " 2.47" " 2.92" 0.12 2.45e-118
8 Bipolar disorders " 3.52" " 3.10" " 3.95" 0.22 1.37e-58
9 Female " 0.51" " 0.30" " 0.71" 0.10 1.28e-06
10 Non-binary/Self-defined " 0.32" " -0.37" " 1.00" 0.35 0.36
11 Age "-119.55" "-131.11" "-107.99" 5.90 5.87e-90
12 Age^2 " 11.33" " 0.25" " 22.41" 5.65 0.05
13 Mixed or multiple ethnic origins " -0.09" " -0.67" " 0.49" 0.30 0.76
14 Asian or Asian British " -0.26" " -1.07" " 0.56" 0.42 0.54
15 African or African British " -0.16" " -1.49" " 1.17" 0.68 0.82
16 Other ethnicity " 0.34" " -0.71" " 1.39" 0.53 0.52
17 Key worker " -0.17" " -0.34" " 0.00" 0.09 0.05
18 Time difference: Lockdown to baseline " -0.04" " -0.08" " 0.01" 0.02 0.12
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 16833 |
0.23 |
0.23 |
815.64 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 16833 0.23 0.23 815.64 0.00e+00 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.54 |
3.15 |
3.94 |
0.20 |
3.53e-69 |
| phq.sum_score_retro |
0.60 |
0.59 |
0.62 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.55 |
2.32 |
2.78 |
0.12 |
2.42e-105 |
| Only depressive disorder |
1.74 |
1.45 |
2.02 |
0.14 |
5.79e-33 |
| Only anxiety disorder |
0.91 |
0.56 |
1.27 |
0.18 |
4.19e-07 |
| Eating disorders |
0.84 |
0.55 |
1.14 |
0.15 |
2.07e-08 |
| OCDs |
0.45 |
0.17 |
0.74 |
0.14 |
0.002 |
| Psychotic and bipolar disorder |
-0.36 |
-1.20 |
0.49 |
0.43 |
0.41 |
| Only psychotic disorder |
0.12 |
-0.56 |
0.81 |
0.35 |
0.72 |
| Only bipolar disorder |
0.62 |
0.20 |
1.04 |
0.21 |
0.004 |
| PTSD |
1.11 |
0.85 |
1.38 |
0.14 |
2.08e-16 |
| ASD |
0.52 |
-0.02 |
1.06 |
0.28 |
0.06 |
| ADHD |
0.51 |
-0.22 |
1.23 |
0.37 |
0.17 |
| Personality disorder |
1.30 |
0.93 |
1.67 |
0.19 |
8.20e-12 |
| Female |
0.37 |
0.17 |
0.58 |
0.10 |
3.07e-04 |
| Non-binary/Self-defined |
-0.03 |
-0.71 |
0.64 |
0.35 |
0.92 |
| Age |
-109.60 |
-121.17 |
-98.04 |
5.90 |
4.38e-76 |
| Age2 |
15.56 |
4.69 |
26.44 |
5.55 |
0.005 |
| Mixed or multiple ethnic origins |
-0.09 |
-0.66 |
0.48 |
0.29 |
0.76 |
| Asian or Asian British |
-0.06 |
-0.85 |
0.73 |
0.40 |
0.88 |
| African or African British |
-0.12 |
-1.41 |
1.17 |
0.66 |
0.86 |
| Other ethnicity |
0.08 |
-0.93 |
1.09 |
0.51 |
0.87 |
| Key worker |
-0.07 |
-0.24 |
0.10 |
0.09 |
0.40 |
| Time difference: Lockdown to baseline |
-0.03 |
-0.07 |
0.02 |
0.02 |
0.20 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.54" " 3.15" " 3.94" 0.20 3.53e-69
2 phq.sum_score_retro " 0.60" " 0.59" " 0.62" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.55" " 2.32" " 2.78" 0.12 2.42e-105
4 Only depressive disorder " 1.74" " 1.45" " 2.02" 0.14 5.79e-33
5 Only anxiety disorder " 0.91" " 0.56" " 1.27" 0.18 4.19e-07
6 Eating disorders " 0.84" " 0.55" " 1.14" 0.15 2.07e-08
7 OCDs " 0.45" " 0.17" " 0.74" 0.14 0.002
8 Psychotic and bipolar disorder " -0.36" " -1.20" " 0.49" 0.43 0.41
9 Only psychotic disorder " 0.12" " -0.56" " 0.81" 0.35 0.72
10 Only bipolar disorder " 0.62" " 0.20" " 1.04" 0.21 0.004
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 16833 |
0.23 |
0.23 |
815.64 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 16833 0.23 0.23 815.64 0.00e+00 6
PHQ retro: Sensitivity
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.75 |
1.61 |
3.89 |
0.58 |
2.21e-06 |
| Anxiety disorders |
0.64 |
-0.62 |
1.90 |
0.64 |
0.32 |
| Eating disorders |
0.84 |
-1.60 |
3.28 |
1.25 |
0.50 |
| OCDs |
0.73 |
-0.96 |
2.42 |
0.86 |
0.40 |
| PTSD |
1.07 |
-0.87 |
3.01 |
0.99 |
0.28 |
| Depressive disorders |
0.99 |
-0.15 |
2.14 |
0.59 |
0.09 |
| Bipolar disorders |
0.79 |
-0.44 |
2.02 |
0.63 |
0.21 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 2.75 " 1.61" 3.89 0.58 2.21e-06
2 Anxiety disorders 0.64 "-0.62" 1.90 0.64 0.32
3 Eating disorders 0.84 "-1.60" 3.28 1.25 0.50
4 OCDs 0.73 "-0.96" 2.42 0.86 0.40
5 PTSD 1.07 "-0.87" 3.01 0.99 0.28
6 Depressive disorders 0.99 "-0.15" 2.14 0.59 0.09
7 Bipolar disorders 0.79 "-0.44" 2.02 0.63 0.21
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8319 |
0.00 |
0.00 |
0.83 |
0.55 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8319 0.00 0.00 0.83 0.55 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.95 |
2.13 |
3.77 |
0.42 |
1.94e-12 |
| Depressive and anxiety disorder |
0.68 |
-0.16 |
1.51 |
0.42 |
0.11 |
| Only depressive disorder |
0.48 |
-0.42 |
1.38 |
0.46 |
0.30 |
| Only anxiety disorder |
0.50 |
-0.44 |
1.44 |
0.48 |
0.30 |
| Eating disorders |
0.55 |
0.16 |
0.95 |
0.20 |
0.006 |
| OCDs |
-0.12 |
-0.49 |
0.24 |
0.19 |
0.51 |
| Psychotic and bipolar disorder |
-0.74 |
-1.85 |
0.38 |
0.57 |
0.19 |
| Only psychotic disorder |
-0.46 |
-1.38 |
0.47 |
0.47 |
0.33 |
| Only bipolar disorder |
-0.27 |
-0.81 |
0.27 |
0.28 |
0.33 |
| PTSD |
0.43 |
0.09 |
0.78 |
0.18 |
0.01 |
| ASD |
0.01 |
-0.70 |
0.71 |
0.36 |
0.99 |
| ADHD |
0.27 |
-0.72 |
1.26 |
0.50 |
0.59 |
| Personality disorder |
0.38 |
-0.10 |
0.86 |
0.25 |
0.12 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.95" " 2.13" 3.77 0.42 1.94e-12
2 Depressive and anxiety disorder " 0.68" "-0.16" 1.51 0.42 0.11
3 Only depressive disorder " 0.48" "-0.42" 1.38 0.46 0.30
4 Only anxiety disorder " 0.50" "-0.44" 1.44 0.48 0.30
5 Eating disorders " 0.55" " 0.16" 0.95 0.20 0.006
6 OCDs "-0.12" "-0.49" 0.24 0.19 0.51
7 Psychotic and bipolar disorder "-0.74" "-1.85" 0.38 0.57 0.19
8 Only psychotic disorder "-0.46" "-1.38" 0.47 0.47 0.33
9 Only bipolar disorder "-0.27" "-0.81" 0.27 0.28 0.33
10 PTSD " 0.43" " 0.09" 0.78 0.18 0.01
11 ASD " 0.01" "-0.70" 0.71 0.36 0.99
12 ADHD " 0.27" "-0.72" 1.26 0.50 0.59
13 Personality disorder " 0.38" "-0.10" 0.86 0.25 0.12
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8319 |
0.00 |
0.00 |
0.83 |
0.55 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8319 0.00 0.00 0.83 0.55 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.01 |
1.69 |
4.33 |
0.67 |
8.01e-06 |
| Anxiety disorders |
0.51 |
-0.75 |
1.76 |
0.64 |
0.43 |
| Eating disorders |
0.54 |
-1.89 |
2.97 |
1.24 |
0.66 |
| OCDs |
0.41 |
-1.28 |
2.09 |
0.86 |
0.64 |
| PTSD |
1.08 |
-0.87 |
3.03 |
0.99 |
0.28 |
| Depressive disorders |
1.02 |
-0.13 |
2.17 |
0.58 |
0.08 |
| Bipolar disorders |
0.93 |
-0.30 |
2.16 |
0.63 |
0.14 |
| Female |
0.57 |
0.22 |
0.91 |
0.17 |
0.001 |
| Non-binary/Self-defined |
-0.47 |
-1.39 |
0.45 |
0.47 |
0.32 |
| age_category_collapsed_reordered16-18 |
0.70 |
-0.05 |
1.44 |
0.38 |
0.07 |
| 19-25 years |
0.63 |
0.22 |
1.04 |
0.21 |
0.003 |
| 36-45 years |
-0.37 |
-0.74 |
0.00 |
0.19 |
0.05 |
| 46-55 years |
-0.40 |
-0.77 |
-0.04 |
0.19 |
0.03 |
| 56-65 years |
-1.13 |
-1.55 |
-0.71 |
0.21 |
1.32e-07 |
| 66-70 years |
-1.17 |
-1.97 |
-0.38 |
0.40 |
0.004 |
| 71-75 years |
-1.96 |
-3.09 |
-0.83 |
0.58 |
7.07e-04 |
| 76+ years |
-1.95 |
-4.20 |
0.30 |
1.15 |
0.09 |
| Mixed or multiple ethnic origins |
-0.57 |
-1.40 |
0.26 |
0.42 |
0.18 |
| Asian or Asian British |
-0.86 |
-2.18 |
0.47 |
0.68 |
0.21 |
| African or African British |
-0.29 |
-2.33 |
1.76 |
1.04 |
0.78 |
| Other ethnicity |
-0.29 |
-1.60 |
1.02 |
0.67 |
0.66 |
| Time difference: Lockdown to baseline |
-0.06 |
-0.14 |
0.01 |
0.04 |
0.10 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.01" " 1.69" " 4.33" 0.67 8.01e-06
2 Anxiety disorders " 0.51" "-0.75" " 1.76" 0.64 0.43
3 Eating disorders " 0.54" "-1.89" " 2.97" 1.24 0.66
4 OCDs " 0.41" "-1.28" " 2.09" 0.86 0.64
5 PTSD " 1.08" "-0.87" " 3.03" 0.99 0.28
6 Depressive disorders " 1.02" "-0.13" " 2.17" 0.58 0.08
7 Bipolar disorders " 0.93" "-0.30" " 2.16" 0.63 0.14
8 Female " 0.57" " 0.22" " 0.91" 0.17 0.001
9 Non-binary/Self-defined "-0.47" "-1.39" " 0.45" 0.47 0.32
10 age_category_collapsed_reordered16-18 " 0.70" "-0.05" " 1.44" 0.38 0.07
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8319 |
0.00 |
0.00 |
0.83 |
0.55 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8319 0.00 0.00 0.83 0.55 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.08 |
2.01 |
4.15 |
0.55 |
1.94e-08 |
| Depressive and anxiety disorder |
0.77 |
-0.07 |
1.60 |
0.43 |
0.07 |
| Only depressive disorder |
0.80 |
-0.11 |
1.71 |
0.46 |
0.08 |
| Only anxiety disorder |
0.42 |
-0.52 |
1.37 |
0.48 |
0.38 |
| Eating disorders |
0.40 |
0.01 |
0.80 |
0.20 |
0.05 |
| OCDs |
-0.17 |
-0.54 |
0.19 |
0.19 |
0.36 |
| Psychotic and bipolar disorder |
-0.49 |
-1.61 |
0.62 |
0.57 |
0.38 |
| Only psychotic disorder |
-0.23 |
-1.15 |
0.70 |
0.47 |
0.63 |
| Only bipolar disorder |
-0.10 |
-0.65 |
0.44 |
0.28 |
0.71 |
| PTSD |
0.48 |
0.13 |
0.83 |
0.18 |
0.007 |
| ASD |
-0.09 |
-0.80 |
0.63 |
0.36 |
0.81 |
| ADHD |
0.28 |
-0.70 |
1.27 |
0.50 |
0.57 |
| Personality disorder |
0.32 |
-0.16 |
0.80 |
0.25 |
0.19 |
| Female |
0.49 |
0.14 |
0.83 |
0.18 |
0.005 |
| Non-binary/Self-defined |
-0.55 |
-1.47 |
0.37 |
0.47 |
0.24 |
| age_category_collapsed_reordered16-18 |
0.80 |
0.06 |
1.54 |
0.38 |
0.03 |
| 19-25 years |
0.64 |
0.23 |
1.05 |
0.21 |
0.002 |
| 36-45 years |
-0.37 |
-0.74 |
0.00 |
0.19 |
0.05 |
| 46-55 years |
-0.41 |
-0.78 |
-0.04 |
0.19 |
0.03 |
| 56-65 years |
-1.08 |
-1.51 |
-0.66 |
0.22 |
6.34e-07 |
| 66-70 years |
-1.01 |
-1.81 |
-0.22 |
0.41 |
0.01 |
| 71-75 years |
-1.71 |
-2.84 |
-0.58 |
0.58 |
0.003 |
| 76+ years |
-1.75 |
-3.99 |
0.50 |
1.15 |
0.13 |
| Mixed or multiple ethnic origins |
-0.58 |
-1.41 |
0.25 |
0.42 |
0.17 |
| Asian or Asian British |
-0.75 |
-2.07 |
0.56 |
0.67 |
0.26 |
| African or African British |
-0.20 |
-2.24 |
1.84 |
1.04 |
0.85 |
| Other ethnicity |
-0.44 |
-1.73 |
0.85 |
0.66 |
0.50 |
| Key worker |
0.24 |
-0.01 |
0.50 |
0.13 |
0.06 |
| Time difference: Lockdown to baseline |
-0.06 |
-0.14 |
0.01 |
0.04 |
0.10 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.08" " 2.01" " 4.15" 0.55 1.94e-08
2 Depressive and anxiety disorder " 0.77" "-0.07" " 1.60" 0.43 0.07
3 Only depressive disorder " 0.80" "-0.11" " 1.71" 0.46 0.08
4 Only anxiety disorder " 0.42" "-0.52" " 1.37" 0.48 0.38
5 Eating disorders " 0.40" " 0.01" " 0.80" 0.20 0.05
6 OCDs "-0.17" "-0.54" " 0.19" 0.19 0.36
7 Psychotic and bipolar disorder "-0.49" "-1.61" " 0.62" 0.57 0.38
8 Only psychotic disorder "-0.23" "-1.15" " 0.70" 0.47 0.63
9 Only bipolar disorder "-0.10" "-0.65" " 0.44" 0.28 0.71
10 PTSD " 0.48" " 0.13" " 0.83" 0.18 0.007
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8319 |
0.00 |
0.00 |
0.83 |
0.55 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8319 0.00 0.00 0.83 0.55 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.30 |
4.25 |
6.35 |
0.54 |
8.28e-23 |
| phq.sum_score_retro |
0.61 |
0.60 |
0.63 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.02 |
-1.14 |
1.17 |
0.59 |
0.98 |
| Eating disorders |
1.40 |
-0.84 |
3.65 |
1.14 |
0.22 |
| OCDs |
1.16 |
-0.39 |
2.71 |
0.79 |
0.14 |
| PTSD |
1.08 |
-0.70 |
2.86 |
0.91 |
0.24 |
| Depressive disorders |
1.56 |
0.51 |
2.62 |
0.54 |
0.004 |
| Bipolar disorders |
2.10 |
0.97 |
3.24 |
0.58 |
2.74e-04 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 5.30 " 4.25" 6.35 0.54 8.28e-23
2 phq.sum_score_retro 0.61 " 0.60" 0.63 0.01 0.00e+00
3 Anxiety disorders 0.02 "-1.14" 1.17 0.59 0.98
4 Eating disorders 1.40 "-0.84" 3.65 1.14 0.22
5 OCDs 1.16 "-0.39" 2.71 0.79 0.14
6 PTSD 1.08 "-0.70" 2.86 0.91 0.24
7 Depressive disorders 1.56 " 0.51" 2.62 0.54 0.004
8 Bipolar disorders 2.10 " 0.97" 3.24 0.58 2.74e-04
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 8319 |
0.34 |
0.34 |
602.29 |
0.00e+00 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 8319 0.34 0.34 602.29 0.00e+00 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.91 |
5.15 |
6.67 |
0.39 |
7.36e-52 |
| phq.sum_score_retro |
0.59 |
0.57 |
0.61 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.80 |
0.04 |
1.56 |
0.39 |
0.04 |
| Only depressive disorder |
0.18 |
-0.64 |
1.00 |
0.42 |
0.67 |
| Only anxiety disorder |
-0.35 |
-1.20 |
0.51 |
0.44 |
0.43 |
| Eating disorders |
1.04 |
0.69 |
1.40 |
0.18 |
1.14e-08 |
| OCDs |
0.51 |
0.17 |
0.84 |
0.17 |
0.003 |
| Psychotic and bipolar disorder |
-0.75 |
-1.77 |
0.26 |
0.52 |
0.15 |
| Only psychotic disorder |
-0.14 |
-0.98 |
0.70 |
0.43 |
0.74 |
| Only bipolar disorder |
0.25 |
-0.24 |
0.75 |
0.25 |
0.31 |
| PTSD |
0.84 |
0.52 |
1.15 |
0.16 |
1.90e-07 |
| ASD |
0.72 |
0.07 |
1.36 |
0.33 |
0.03 |
| ADHD |
0.73 |
-0.17 |
1.62 |
0.46 |
0.11 |
| Personality disorder |
1.50 |
1.06 |
1.94 |
0.22 |
3.07e-11 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.91" " 5.15" 6.67 0.39 7.36e-52
2 phq.sum_score_retro " 0.59" " 0.57" 0.61 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.80" " 0.04" 1.56 0.39 0.04
4 Only depressive disorder " 0.18" "-0.64" 1.00 0.42 0.67
5 Only anxiety disorder "-0.35" "-1.20" 0.51 0.44 0.43
6 Eating disorders " 1.04" " 0.69" 1.40 0.18 1.14e-08
7 OCDs " 0.51" " 0.17" 0.84 0.17 0.003
8 Psychotic and bipolar disorder "-0.75" "-1.77" 0.26 0.52 0.15
9 Only psychotic disorder "-0.14" "-0.98" 0.70 0.43 0.74
10 Only bipolar disorder " 0.25" "-0.24" 0.75 0.25 0.31
11 PTSD " 0.84" " 0.52" 1.15 0.16 1.90e-07
12 ASD " 0.72" " 0.07" 1.36 0.33 0.03
13 ADHD " 0.73" "-0.17" 1.62 0.46 0.11
14 Personality disorder " 1.50" " 1.06" 1.94 0.22 3.07e-11
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 9687 |
0.02 |
0.02 |
39.82 |
3.86e-48 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 9687 0.02 0.02 39.82 3.86e-48 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.37 |
4.15 |
6.60 |
0.63 |
1.15e-17 |
| phq.sum_score_retro |
0.59 |
0.57 |
0.61 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.01 |
-1.14 |
1.17 |
0.59 |
0.98 |
| Eating disorders |
1.28 |
-0.94 |
3.50 |
1.13 |
0.26 |
| OCDs |
0.89 |
-0.65 |
2.43 |
0.79 |
0.26 |
| PTSD |
1.38 |
-0.40 |
3.16 |
0.91 |
0.13 |
| Depressive disorders |
1.87 |
0.81 |
2.93 |
0.54 |
5.19e-04 |
| Bipolar disorders |
2.56 |
1.42 |
3.70 |
0.58 |
1.02e-05 |
| Female |
0.45 |
0.14 |
0.76 |
0.16 |
0.005 |
| Non-binary/Self-defined |
0.50 |
-0.34 |
1.34 |
0.43 |
0.25 |
| age_category_collapsed_reordered16-18 |
2.02 |
1.34 |
2.71 |
0.35 |
7.28e-09 |
| 19-25 years |
1.03 |
0.66 |
1.41 |
0.19 |
7.37e-08 |
| 36-45 years |
-0.37 |
-0.71 |
-0.03 |
0.17 |
0.03 |
| 46-55 years |
-0.37 |
-0.70 |
-0.03 |
0.17 |
0.03 |
| 56-65 years |
-1.27 |
-1.66 |
-0.89 |
0.20 |
1.12e-10 |
| 66-70 years |
-2.06 |
-2.80 |
-1.33 |
0.37 |
3.26e-08 |
| 71-75 years |
-2.77 |
-3.80 |
-1.73 |
0.53 |
1.84e-07 |
| 76+ years |
-2.39 |
-4.44 |
-0.34 |
1.05 |
0.02 |
| Mixed or multiple ethnic origins |
-0.33 |
-1.10 |
0.43 |
0.39 |
0.39 |
| Asian or Asian British |
-0.56 |
-1.77 |
0.64 |
0.62 |
0.36 |
| African or African British |
-0.30 |
-2.16 |
1.56 |
0.95 |
0.75 |
| Other ethnicity |
0.03 |
-1.17 |
1.24 |
0.61 |
0.96 |
| Key worker |
-0.35 |
-0.58 |
-0.11 |
0.12 |
0.004 |
| Time difference: Lockdown to baseline |
-0.03 |
-0.10 |
0.04 |
0.04 |
0.39 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.37" " 4.15" " 6.60" 0.63 1.15e-17
2 phq.sum_score_retro " 0.59" " 0.57" " 0.61" 0.01 0.00e+00
3 Anxiety disorders " 0.01" "-1.14" " 1.17" 0.59 0.98
4 Eating disorders " 1.28" "-0.94" " 3.50" 1.13 0.26
5 OCDs " 0.89" "-0.65" " 2.43" 0.79 0.26
6 PTSD " 1.38" "-0.40" " 3.16" 0.91 0.13
7 Depressive disorders " 1.87" " 0.81" " 2.93" 0.54 5.19e-04
8 Bipolar disorders " 2.56" " 1.42" " 3.70" 0.58 1.02e-05
9 Female " 0.45" " 0.14" " 0.76" 0.16 0.005
10 Non-binary/Self-defined " 0.50" "-0.34" " 1.34" 0.43 0.25
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 9687 |
0.02 |
0.02 |
39.82 |
3.86e-48 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 9687 0.02 0.02 39.82 3.86e-48 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.03 |
5.05 |
7.01 |
0.50 |
3.16e-33 |
| phq.sum_score_retro |
0.57 |
0.55 |
0.59 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
1.05 |
0.30 |
1.81 |
0.39 |
0.006 |
| Only depressive disorder |
0.71 |
-0.10 |
1.53 |
0.42 |
0.09 |
| Only anxiety disorder |
-0.39 |
-1.24 |
0.47 |
0.44 |
0.37 |
| Eating disorders |
0.88 |
0.52 |
1.24 |
0.18 |
1.37e-06 |
| OCDs |
0.43 |
0.09 |
0.76 |
0.17 |
0.01 |
| Psychotic and bipolar disorder |
-0.49 |
-1.49 |
0.52 |
0.51 |
0.34 |
| Only psychotic disorder |
0.05 |
-0.79 |
0.88 |
0.43 |
0.91 |
| Only bipolar disorder |
0.45 |
-0.04 |
0.94 |
0.25 |
0.07 |
| PTSD |
0.93 |
0.61 |
1.24 |
0.16 |
7.73e-09 |
| ASD |
0.33 |
-0.31 |
0.98 |
0.33 |
0.31 |
| ADHD |
0.64 |
-0.26 |
1.53 |
0.45 |
0.16 |
| Personality disorder |
1.40 |
0.97 |
1.84 |
0.22 |
3.86e-10 |
| Female |
0.26 |
-0.05 |
0.57 |
0.16 |
0.10 |
| Non-binary/Self-defined |
0.11 |
-0.72 |
0.94 |
0.42 |
0.80 |
| age_category_collapsed_reordered16-18 |
2.16 |
1.49 |
2.83 |
0.34 |
3.01e-10 |
| 19-25 years |
1.02 |
0.65 |
1.39 |
0.19 |
6.87e-08 |
| 36-45 years |
-0.35 |
-0.68 |
-0.01 |
0.17 |
0.04 |
| 46-55 years |
-0.31 |
-0.64 |
0.03 |
0.17 |
0.07 |
| 56-65 years |
-1.14 |
-1.53 |
-0.76 |
0.20 |
6.06e-09 |
| 66-70 years |
-1.83 |
-2.55 |
-1.10 |
0.37 |
7.29e-07 |
| 71-75 years |
-2.41 |
-3.43 |
-1.39 |
0.52 |
3.93e-06 |
| 76+ years |
-2.09 |
-4.12 |
-0.06 |
1.04 |
0.04 |
| Mixed or multiple ethnic origins |
-0.41 |
-1.16 |
0.34 |
0.38 |
0.28 |
| Asian or Asian British |
-0.43 |
-1.62 |
0.76 |
0.61 |
0.48 |
| African or African British |
-0.10 |
-1.95 |
1.74 |
0.94 |
0.91 |
| Other ethnicity |
-0.20 |
-1.36 |
0.96 |
0.59 |
0.74 |
| Key worker |
-0.25 |
-0.48 |
-0.01 |
0.12 |
0.04 |
| Time difference: Lockdown to baseline |
-0.02 |
-0.09 |
0.04 |
0.03 |
0.48 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.03" " 5.05" " 7.01" 0.50 3.16e-33
2 phq.sum_score_retro " 0.57" " 0.55" " 0.59" 0.01 0.00e+00
3 Depressive and anxiety disorder " 1.05" " 0.30" " 1.81" 0.39 0.006
4 Only depressive disorder " 0.71" "-0.10" " 1.53" 0.42 0.09
5 Only anxiety disorder "-0.39" "-1.24" " 0.47" 0.44 0.37
6 Eating disorders " 0.88" " 0.52" " 1.24" 0.18 1.37e-06
7 OCDs " 0.43" " 0.09" " 0.76" 0.17 0.01
8 Psychotic and bipolar disorder "-0.49" "-1.49" " 0.52" 0.51 0.34
9 Only psychotic disorder " 0.05" "-0.79" " 0.88" 0.43 0.91
10 Only bipolar disorder " 0.45" "-0.04" " 0.94" 0.25 0.07
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 9687 |
0.02 |
0.02 |
39.82 |
3.86e-48 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 9687 0.02 0.02 39.82 3.86e-48 6
OCI-R baseline, not controlling for prior symptoms
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
12.34 |
11.53 |
13.16 |
0.41 |
2.57e-180 |
| Anxiety disorders |
2.05 |
0.59 |
3.52 |
0.75 |
0.006 |
| Eating disorders |
4.27 |
0.09 |
8.44 |
2.13 |
0.05 |
| OCDs |
10.43 |
7.72 |
13.15 |
1.38 |
5.70e-14 |
| PTSD |
6.78 |
3.74 |
9.83 |
1.55 |
1.30e-05 |
| Depressive disorders |
5.74 |
4.83 |
6.66 |
0.47 |
3.07e-34 |
| Bipolar disorders |
12.77 |
11.15 |
14.38 |
0.82 |
4.97e-53 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "12.34" "11.53" "13.16" 0.41 2.57e-180
2 Anxiety disorders " 2.05" " 0.59" " 3.52" 0.75 0.006
3 Eating disorders " 4.27" " 0.09" " 8.44" 2.13 0.05
4 OCDs "10.43" " 7.72" "13.15" 1.38 5.70e-14
5 PTSD " 6.78" " 3.74" " 9.83" 1.55 1.30e-05
6 Depressive disorders " 5.74" " 4.83" " 6.66" 0.47 3.07e-34
7 Bipolar disorders "12.77" "11.15" "14.38" 0.82 4.97e-53
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5187 0.06 0.06 52.91 1.40e-63 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
13.33 |
12.63 |
14.03 |
0.36 |
1.93e-271 |
| Depressive and anxiety disorder |
2.50 |
1.63 |
3.36 |
0.44 |
1.64e-08 |
| Only depressive disorder |
-0.78 |
-1.98 |
0.41 |
0.61 |
0.20 |
| Only anxiety disorder |
0.78 |
-0.45 |
2.01 |
0.63 |
0.21 |
| Eating disorders |
0.62 |
-0.45 |
1.68 |
0.54 |
0.26 |
| OCDs |
7.47 |
6.53 |
8.41 |
0.48 |
1.21e-53 |
| Psychotic and bipolar disorder |
7.02 |
4.50 |
9.54 |
1.29 |
5.11e-08 |
| Only psychotic disorder |
4.35 |
2.05 |
6.65 |
1.17 |
2.09e-04 |
| Only bipolar disorder |
3.31 |
1.66 |
4.97 |
0.84 |
8.90e-05 |
| PTSD |
1.96 |
1.03 |
2.89 |
0.47 |
3.42e-05 |
| ASD |
9.07 |
7.38 |
10.75 |
0.86 |
7.54e-26 |
| ADHD |
2.71 |
0.39 |
5.03 |
1.18 |
0.02 |
| Personality disorder |
3.43 |
2.16 |
4.71 |
0.65 |
1.23e-07 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "13.33" "12.63" "14.03" 0.36 1.93e-271
2 Depressive and anxiety disorder " 2.50" " 1.63" " 3.36" 0.44 1.64e-08
3 Only depressive disorder "-0.78" "-1.98" " 0.41" 0.61 0.20
4 Only anxiety disorder " 0.78" "-0.45" " 2.01" 0.63 0.21
5 Eating disorders " 0.62" "-0.45" " 1.68" 0.54 0.26
6 OCDs " 7.47" " 6.53" " 8.41" 0.48 1.21e-53
7 Psychotic and bipolar disorder " 7.02" " 4.50" " 9.54" 1.29 5.11e-08
8 Only psychotic disorder " 4.35" " 2.05" " 6.65" 1.17 2.09e-04
9 Only bipolar disorder " 3.31" " 1.66" " 4.97" 0.84 8.90e-05
10 PTSD " 1.96" " 1.03" " 2.89" 0.47 3.42e-05
11 ASD " 9.07" " 7.38" "10.75" 0.86 7.54e-26
12 ADHD " 2.71" " 0.39" " 5.03" 1.18 0.02
13 Personality disorder " 3.43" " 2.16" " 4.71" 0.65 1.23e-07
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5187 0.06 0.06 52.91 1.40e-63 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
15.44 |
13.75 |
17.13 |
0.86 |
2.03e-69 |
| Anxiety disorders |
1.67 |
0.21 |
3.14 |
0.75 |
0.03 |
| Eating disorders |
3.33 |
-0.84 |
7.49 |
2.13 |
0.12 |
| OCDs |
8.67 |
5.97 |
11.37 |
1.38 |
3.21e-10 |
| PTSD |
6.49 |
3.45 |
9.53 |
1.55 |
2.85e-05 |
| Depressive disorders |
6.05 |
5.10 |
7.00 |
0.48 |
2.77e-35 |
| Bipolar disorders |
12.70 |
11.08 |
14.33 |
0.83 |
6.51e-52 |
| Female |
-0.91 |
-1.87 |
0.05 |
0.49 |
0.06 |
| Non-binary/Self-defined |
1.82 |
-0.80 |
4.45 |
1.34 |
0.17 |
| age_category_collapsed_reordered16-18 |
8.24 |
6.60 |
9.89 |
0.84 |
1.47e-22 |
| 19-25 years |
1.70 |
0.39 |
3.01 |
0.67 |
0.01 |
| 36-45 years |
-0.47 |
-1.69 |
0.74 |
0.62 |
0.45 |
| 46-55 years |
-0.67 |
-1.78 |
0.45 |
0.57 |
0.24 |
| 56-65 years |
-1.89 |
-3.00 |
-0.78 |
0.57 |
8.48e-04 |
| 66-70 years |
-2.50 |
-4.13 |
-0.88 |
0.83 |
0.003 |
| 71-75 years |
-3.47 |
-5.45 |
-1.49 |
1.01 |
5.92e-04 |
| 76+ years |
-4.77 |
-8.43 |
-1.11 |
1.87 |
0.01 |
| Mixed or multiple ethnic origins |
1.17 |
-1.15 |
3.50 |
1.19 |
0.32 |
| Asian or Asian British |
4.45 |
1.34 |
7.56 |
1.59 |
0.005 |
| African or African British |
3.10 |
-2.44 |
8.65 |
2.83 |
0.27 |
| Other ethnicity |
2.59 |
-0.83 |
6.02 |
1.75 |
0.14 |
| Time difference: Lockdown to baseline |
-0.39 |
-0.56 |
-0.23 |
0.08 |
1.84e-06 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "15.44" "13.75" "17.13" 0.86 2.03e-69
2 Anxiety disorders " 1.67" " 0.21" " 3.14" 0.75 0.03
3 Eating disorders " 3.33" "-0.84" " 7.49" 2.13 0.12
4 OCDs " 8.67" " 5.97" "11.37" 1.38 3.21e-10
5 PTSD " 6.49" " 3.45" " 9.53" 1.55 2.85e-05
6 Depressive disorders " 6.05" " 5.10" " 7.00" 0.48 2.77e-35
7 Bipolar disorders "12.70" "11.08" "14.33" 0.83 6.51e-52
8 Female "-0.91" "-1.87" " 0.05" 0.49 0.06
9 Non-binary/Self-defined " 1.82" "-0.80" " 4.45" 1.34 0.17
10 age_category_collapsed_reordered16-18 " 8.24" " 6.60" " 9.89" 0.84 1.47e-22
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5187 0.06 0.06 52.91 1.40e-63 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
15.69 |
14.10 |
17.29 |
0.81 |
4.46e-80 |
| Depressive and anxiety disorder |
3.34 |
2.44 |
4.24 |
0.46 |
3.43e-13 |
| Only depressive disorder |
0.35 |
-0.86 |
1.55 |
0.62 |
0.58 |
| Only anxiety disorder |
0.92 |
-0.31 |
2.16 |
0.63 |
0.14 |
| Eating disorders |
0.25 |
-0.81 |
1.31 |
0.54 |
0.64 |
| OCDs |
7.03 |
6.10 |
7.96 |
0.48 |
2.32e-48 |
| Psychotic and bipolar disorder |
6.97 |
4.48 |
9.46 |
1.27 |
4.23e-08 |
| Only psychotic disorder |
3.92 |
1.66 |
6.19 |
1.15 |
6.78e-04 |
| Only bipolar disorder |
3.29 |
1.64 |
4.93 |
0.84 |
9.11e-05 |
| PTSD |
2.30 |
1.38 |
3.23 |
0.47 |
1.14e-06 |
| ASD |
7.54 |
5.85 |
9.24 |
0.86 |
3.53e-18 |
| ADHD |
1.68 |
-0.61 |
3.98 |
1.17 |
0.15 |
| Personality disorder |
3.36 |
2.10 |
4.63 |
0.64 |
1.82e-07 |
| Female |
-0.86 |
-1.78 |
0.05 |
0.47 |
0.06 |
| Non-binary/Self-defined |
-1.12 |
-3.62 |
1.38 |
1.28 |
0.38 |
| age_category_collapsed_reordered16-18 |
8.06 |
6.53 |
9.58 |
0.78 |
7.54e-25 |
| 19-25 years |
1.69 |
0.46 |
2.92 |
0.63 |
0.007 |
| 36-45 years |
-0.01 |
-1.17 |
1.14 |
0.59 |
0.98 |
| 46-55 years |
0.13 |
-0.93 |
1.20 |
0.54 |
0.80 |
| 56-65 years |
-0.62 |
-1.69 |
0.45 |
0.54 |
0.26 |
| 66-70 years |
-0.80 |
-2.38 |
0.79 |
0.81 |
0.32 |
| 71-75 years |
-1.91 |
-3.82 |
0.00 |
0.97 |
0.05 |
| 76+ years |
-3.54 |
-7.03 |
-0.05 |
1.78 |
0.05 |
| Mixed or multiple ethnic origins |
0.66 |
-1.55 |
2.86 |
1.13 |
0.56 |
| Asian or Asian British |
5.21 |
2.34 |
8.08 |
1.46 |
3.74e-04 |
| African or African British |
4.16 |
-0.98 |
9.30 |
2.62 |
0.11 |
| Other ethnicity |
1.40 |
-1.86 |
4.66 |
1.66 |
0.40 |
| Key worker |
-1.05 |
-1.76 |
-0.35 |
0.36 |
0.003 |
| Time difference: Lockdown to baseline |
-0.39 |
-0.54 |
-0.24 |
0.08 |
5.58e-07 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "15.69" "14.10" "17.29" 0.81 4.46e-80
2 Depressive and anxiety disorder " 3.34" " 2.44" " 4.24" 0.46 3.43e-13
3 Only depressive disorder " 0.35" "-0.86" " 1.55" 0.62 0.58
4 Only anxiety disorder " 0.92" "-0.31" " 2.16" 0.63 0.14
5 Eating disorders " 0.25" "-0.81" " 1.31" 0.54 0.64
6 OCDs " 7.03" " 6.10" " 7.96" 0.48 2.32e-48
7 Psychotic and bipolar disorder " 6.97" " 4.48" " 9.46" 1.27 4.23e-08
8 Only psychotic disorder " 3.92" " 1.66" " 6.19" 1.15 6.78e-04
9 Only bipolar disorder " 3.29" " 1.64" " 4.93" 0.84 9.11e-05
10 PTSD " 2.30" " 1.38" " 3.23" 0.47 1.14e-06
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5187 0.06 0.06 52.91 1.40e-63 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.35 |
3.59 |
9.10 |
1.41 |
6.71e-06 |
| Anxiety disorders |
0.17 |
-2.64 |
2.99 |
1.43 |
0.90 |
| Eating disorders |
8.06 |
2.15 |
13.98 |
3.02 |
0.008 |
| OCDs |
11.04 |
6.42 |
15.66 |
2.36 |
2.98e-06 |
| PTSD |
9.49 |
3.54 |
15.44 |
3.03 |
0.002 |
| Depressive disorders |
7.29 |
5.47 |
9.12 |
0.93 |
7.14e-15 |
| Bipolar disorders |
12.92 |
10.40 |
15.43 |
1.28 |
2.13e-23 |
| Female |
-0.44 |
-1.81 |
0.93 |
0.70 |
0.53 |
| Non-binary/Self-defined |
2.94 |
-0.64 |
6.52 |
1.82 |
0.11 |
| Age |
-228.51 |
-325.53 |
-131.48 |
49.48 |
4.09e-06 |
| Age2 |
-37.91 |
-127.72 |
51.91 |
45.80 |
0.41 |
| Mixed or multiple ethnic origins |
1.96 |
-1.24 |
5.16 |
1.63 |
0.23 |
| Asian or Asian British |
10.02 |
3.52 |
16.52 |
3.32 |
0.003 |
| African or African British |
4.66 |
-4.87 |
14.20 |
4.86 |
0.34 |
| Other ethnicity |
3.60 |
-1.10 |
8.29 |
2.39 |
0.13 |
| Time difference: Lockdown to baseline |
0.29 |
0.02 |
0.56 |
0.14 |
0.03 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.35" " 3.59" " 9.10" " 1.41" 6.71e-06
2 Anxiety disorders " 0.17" " -2.64" " 2.99" " 1.43" 0.90
3 Eating disorders " 8.06" " 2.15" " 13.98" " 3.02" 0.008
4 OCDs " 11.04" " 6.42" " 15.66" " 2.36" 2.98e-06
5 PTSD " 9.49" " 3.54" " 15.44" " 3.03" 0.002
6 Depressive disorders " 7.29" " 5.47" " 9.12" " 0.93" 7.14e-15
7 Bipolar disorders " 12.92" " 10.40" " 15.43" " 1.28" 2.13e-23
8 Female " -0.44" " -1.81" " 0.93" " 0.70" 0.53
9 Non-binary/Self-defined " 2.94" " -0.64" " 6.52" " 1.82" 0.11
10 Age "-228.51" "-325.53" "-131.48" "49.48" 4.09e-06
11 Age^2 " -37.91" "-127.72" " 51.91" "45.80" 0.41
12 Mixed or multiple ethnic origins " 1.96" " -1.24" " 5.16" " 1.63" 0.23
13 Asian or Asian British " 10.02" " 3.52" " 16.52" " 3.32" 0.003
14 African or African British " 4.66" " -4.87" " 14.20" " 4.86" 0.34
15 Other ethnicity " 3.60" " -1.10" " 8.29" " 2.39" 0.13
16 Time difference: Lockdown to baseline " 0.29" " 0.02" " 0.56" " 0.14" 0.03
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 2351 |
0.07 |
0.07 |
30.38 |
2.76e-35 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 2351 0.07 0.07 30.38 2.76e-35 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
8.06 |
5.49 |
10.63 |
1.31 |
9.66e-10 |
| Depressive and anxiety disorder |
4.47 |
2.83 |
6.10 |
0.83 |
9.06e-08 |
| Only depressive disorder |
2.32 |
0.15 |
4.49 |
1.11 |
0.04 |
| Only anxiety disorder |
0.91 |
-1.42 |
3.23 |
1.19 |
0.45 |
| Eating disorders |
1.43 |
-0.01 |
2.87 |
0.73 |
0.05 |
| OCDs |
6.94 |
5.67 |
8.21 |
0.65 |
2.50e-26 |
| Psychotic and bipolar disorder |
6.19 |
2.53 |
9.84 |
1.86 |
9.23e-04 |
| Only psychotic disorder |
3.02 |
0.07 |
5.97 |
1.50 |
0.04 |
| Only bipolar disorder |
3.51 |
1.41 |
5.61 |
1.07 |
0.001 |
| PTSD |
2.23 |
0.97 |
3.49 |
0.64 |
5.21e-04 |
| ASD |
6.10 |
3.40 |
8.80 |
1.38 |
9.63e-06 |
| ADHD |
0.07 |
-3.76 |
3.90 |
1.95 |
0.97 |
| Personality disorder |
2.76 |
1.10 |
4.41 |
0.84 |
0.001 |
| Female |
-0.76 |
-2.06 |
0.55 |
0.66 |
0.25 |
| Non-binary/Self-defined |
1.41 |
-2.04 |
4.86 |
1.76 |
0.42 |
| Age |
-166.95 |
-262.51 |
-71.39 |
48.73 |
6.24e-04 |
| Age2 |
-38.78 |
-126.23 |
48.68 |
44.60 |
0.38 |
| Mixed or multiple ethnic origins |
1.11 |
-1.96 |
4.18 |
1.57 |
0.48 |
| Asian or Asian British |
8.94 |
2.96 |
14.92 |
3.05 |
0.003 |
| African or African British |
5.35 |
-3.71 |
14.42 |
4.62 |
0.25 |
| Other ethnicity |
1.58 |
-2.99 |
6.14 |
2.33 |
0.50 |
| Key worker |
-1.39 |
-2.39 |
-0.40 |
0.51 |
0.006 |
| Time difference: Lockdown to baseline |
0.26 |
0.01 |
0.51 |
0.13 |
0.04 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 8.06" " 5.49" " 10.63" " 1.31" 9.66e-10
2 Depressive and anxiety disorder " 4.47" " 2.83" " 6.10" " 0.83" 9.06e-08
3 Only depressive disorder " 2.32" " 0.15" " 4.49" " 1.11" 0.04
4 Only anxiety disorder " 0.91" " -1.42" " 3.23" " 1.19" 0.45
5 Eating disorders " 1.43" " -0.01" " 2.87" " 0.73" 0.05
6 OCDs " 6.94" " 5.67" " 8.21" " 0.65" 2.50e-26
7 Psychotic and bipolar disorder " 6.19" " 2.53" " 9.84" " 1.86" 9.23e-04
8 Only psychotic disorder " 3.02" " 0.07" " 5.97" " 1.50" 0.04
9 Only bipolar disorder " 3.51" " 1.41" " 5.61" " 1.07" 0.001
10 PTSD " 2.23" " 0.97" " 3.49" " 0.64" 5.21e-04
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 2351 |
0.07 |
0.07 |
30.38 |
2.76e-35 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 2351 0.07 0.07 30.38 2.76e-35 6
OCIR prepan
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.00 |
-10.15 |
14.15 |
6.18 |
0.75 |
| Anxiety disorders |
-10.07 |
-23.37 |
3.24 |
6.77 |
0.14 |
| Eating disorders |
-8.00 |
-27.20 |
11.20 |
9.77 |
0.41 |
| OCDs |
-12.64 |
-26.34 |
1.07 |
6.97 |
0.07 |
| PTSD |
-24.50 |
-43.70 |
-5.30 |
9.77 |
0.01 |
| Depressive disorders |
-10.11 |
-22.30 |
2.09 |
6.20 |
0.10 |
| Bipolar disorders |
-9.36 |
-21.92 |
3.19 |
6.39 |
0.14 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.00" -10.15 "14.15" 6.18 0.75
2 Anxiety disorders "-10.07" -23.37 " 3.24" 6.77 0.14
3 Eating disorders " -8.00" -27.20 "11.20" 9.77 0.41
4 OCDs "-12.64" -26.34 " 1.07" 6.97 0.07
5 PTSD "-24.50" -43.70 "-5.30" 9.77 0.01
6 Depressive disorders "-10.11" -22.30 " 2.09" 6.20 0.10
7 Bipolar disorders " -9.36" -21.92 " 3.19" 6.39 0.14
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 436 0.02 0.00 1.20 0.31 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.97 |
-9.82 |
5.88 |
3.99 |
0.62 |
| Depressive and anxiety disorder |
-4.69 |
-12.65 |
3.26 |
4.05 |
0.25 |
| Only depressive disorder |
-4.49 |
-13.22 |
4.24 |
4.44 |
0.31 |
| Only anxiety disorder |
-8.20 |
-16.94 |
0.54 |
4.45 |
0.07 |
| Eating disorders |
-0.11 |
-2.79 |
2.58 |
1.37 |
0.94 |
| OCDs |
-1.25 |
-3.47 |
0.98 |
1.13 |
0.27 |
| Psychotic and bipolar disorder |
12.95 |
5.33 |
20.57 |
3.88 |
9.07e-04 |
| Only psychotic disorder |
-0.95 |
-6.48 |
4.59 |
2.82 |
0.74 |
| Only bipolar disorder |
-1.15 |
-4.80 |
2.50 |
1.86 |
0.54 |
| PTSD |
-3.79 |
-6.25 |
-1.33 |
1.25 |
0.003 |
| ASD |
-0.45 |
-4.77 |
3.88 |
2.20 |
0.84 |
| ADHD |
6.08 |
-0.41 |
12.57 |
3.30 |
0.07 |
| Personality disorder |
-1.65 |
-4.91 |
1.61 |
1.66 |
0.32 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-1.97" " -9.82" " 5.88" 3.99 0.62
2 Depressive and anxiety disorder "-4.69" "-12.65" " 3.26" 4.05 0.25
3 Only depressive disorder "-4.49" "-13.22" " 4.24" 4.44 0.31
4 Only anxiety disorder "-8.20" "-16.94" " 0.54" 4.45 0.07
5 Eating disorders "-0.11" " -2.79" " 2.58" 1.37 0.94
6 OCDs "-1.25" " -3.47" " 0.98" 1.13 0.27
7 Psychotic and bipolar disorder "12.95" " 5.33" "20.57" 3.88 9.07e-04
8 Only psychotic disorder "-0.95" " -6.48" " 4.59" 2.82 0.74
9 Only bipolar disorder "-1.15" " -4.80" " 2.50" 1.86 0.54
10 PTSD "-3.79" " -6.25" "-1.33" 1.25 0.003
11 ASD "-0.45" " -4.77" " 3.88" 2.20 0.84
12 ADHD " 6.08" " -0.41" "12.57" 3.30 0.07
13 Personality disorder "-1.65" " -4.91" " 1.61" 1.66 0.32
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 436 0.02 0.00 1.20 0.31 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.04 |
-11.93 |
16.02 |
7.11 |
0.77 |
| Anxiety disorders |
-8.89 |
-22.30 |
4.52 |
6.82 |
0.19 |
| Eating disorders |
-6.73 |
-25.88 |
12.42 |
9.74 |
0.49 |
| OCDs |
-11.92 |
-25.71 |
1.86 |
7.01 |
0.09 |
| PTSD |
-23.03 |
-42.29 |
-3.77 |
9.80 |
0.02 |
| Depressive disorders |
-9.92 |
-22.25 |
2.40 |
6.27 |
0.11 |
| Bipolar disorders |
-9.57 |
-22.24 |
3.09 |
6.44 |
0.14 |
| Female |
-2.40 |
-5.48 |
0.68 |
1.57 |
0.13 |
| Non-binary/Self-defined |
-2.97 |
-8.90 |
2.96 |
3.02 |
0.33 |
| age_category_collapsed_reordered16-18 |
-7.23 |
-14.16 |
-0.30 |
3.52 |
0.04 |
| 19-25 years |
-3.44 |
-6.41 |
-0.48 |
1.51 |
0.02 |
| 36-45 years |
-0.26 |
-3.36 |
2.83 |
1.57 |
0.87 |
| 46-55 years |
-0.15 |
-3.14 |
2.84 |
1.52 |
0.92 |
| 56-65 years |
-2.75 |
-6.44 |
0.93 |
1.88 |
0.14 |
| 66-70 years |
-2.21 |
-8.75 |
4.32 |
3.32 |
0.51 |
| 71-75 years |
0.51 |
-11.60 |
12.62 |
6.16 |
0.93 |
| Mixed or multiple ethnic origins |
2.32 |
-4.36 |
8.99 |
3.40 |
0.50 |
| Asian or Asian British |
-25.07 |
-39.77 |
-10.37 |
7.48 |
8.73e-04 |
| African or African British |
17.03 |
-4.71 |
38.78 |
11.06 |
0.12 |
| Other ethnicity |
-1.26 |
-9.90 |
7.39 |
4.40 |
0.77 |
| Time difference: Lockdown to baseline |
0.46 |
-0.30 |
1.22 |
0.39 |
0.23 |
# A tibble: 21 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.04" "-11.93" " 16.02" " 7.11" 0.77
2 Anxiety disorders " -8.89" "-22.30" " 4.52" " 6.82" 0.19
3 Eating disorders " -6.73" "-25.88" " 12.42" " 9.74" 0.49
4 OCDs "-11.92" "-25.71" " 1.86" " 7.01" 0.09
5 PTSD "-23.03" "-42.29" " -3.77" " 9.80" 0.02
6 Depressive disorders " -9.92" "-22.25" " 2.40" " 6.27" 0.11
7 Bipolar disorders " -9.57" "-22.24" " 3.09" " 6.44" 0.14
8 Female " -2.40" " -5.48" " 0.68" " 1.57" 0.13
9 Non-binary/Self-defined " -2.97" " -8.90" " 2.96" " 3.02" 0.33
10 age_category_collapsed_reordered16-18 " -7.23" "-14.16" " -0.30" " 3.52" 0.04
# … with 11 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 436 0.02 0.00 1.20 0.31 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-3.92 |
-14.68 |
6.84 |
5.47 |
0.47 |
| Depressive and anxiety disorder |
-4.23 |
-13.00 |
4.54 |
4.46 |
0.34 |
| Only depressive disorder |
-4.32 |
-13.77 |
5.14 |
4.81 |
0.37 |
| Only anxiety disorder |
-6.76 |
-16.24 |
2.72 |
4.82 |
0.16 |
| Eating disorders |
0.10 |
-2.63 |
2.83 |
1.39 |
0.94 |
| OCDs |
-1.13 |
-3.38 |
1.11 |
1.14 |
0.32 |
| Psychotic and bipolar disorder |
11.21 |
3.49 |
18.93 |
3.93 |
0.005 |
| Only psychotic disorder |
-1.54 |
-7.19 |
4.10 |
2.87 |
0.59 |
| Only bipolar disorder |
-1.19 |
-4.91 |
2.53 |
1.89 |
0.53 |
| PTSD |
-3.44 |
-5.97 |
-0.91 |
1.29 |
0.008 |
| ASD |
-0.47 |
-4.83 |
3.90 |
2.22 |
0.83 |
| ADHD |
5.20 |
-1.33 |
11.72 |
3.32 |
0.12 |
| Personality disorder |
-1.05 |
-4.32 |
2.23 |
1.67 |
0.53 |
| Female |
-1.66 |
-4.79 |
1.48 |
1.59 |
0.30 |
| Non-binary/Self-defined |
-1.50 |
-7.58 |
4.58 |
3.09 |
0.63 |
| age_category_collapsed_reordered16-18 |
-6.20 |
-13.06 |
0.66 |
3.49 |
0.08 |
| 19-25 years |
-3.51 |
-6.48 |
-0.54 |
1.51 |
0.02 |
| 36-45 years |
-0.52 |
-3.60 |
2.56 |
1.57 |
0.74 |
| 46-55 years |
-0.10 |
-3.12 |
2.92 |
1.54 |
0.95 |
| 56-65 years |
-2.08 |
-5.82 |
1.66 |
1.90 |
0.27 |
| 66-70 years |
-2.36 |
-8.96 |
4.25 |
3.36 |
0.48 |
| 71-75 years |
2.49 |
-8.24 |
13.22 |
5.46 |
0.65 |
| Mixed or multiple ethnic origins |
2.65 |
-4.05 |
9.34 |
3.41 |
0.44 |
| Asian or Asian British |
-22.96 |
-37.78 |
-8.15 |
7.54 |
0.002 |
| African or African British |
17.05 |
-4.50 |
38.59 |
10.96 |
0.12 |
| Other ethnicity |
-1.47 |
-10.07 |
7.14 |
4.38 |
0.74 |
| Key worker |
1.12 |
-1.09 |
3.33 |
1.12 |
0.32 |
| Time difference: Lockdown to baseline |
0.52 |
-0.23 |
1.27 |
0.38 |
0.17 |
# A tibble: 28 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -3.92" "-14.68" " 6.84" " 5.47" 0.47
2 Depressive and anxiety disorder " -4.23" "-13.00" " 4.54" " 4.46" 0.34
3 Only depressive disorder " -4.32" "-13.77" " 5.14" " 4.81" 0.37
4 Only anxiety disorder " -6.76" "-16.24" " 2.72" " 4.82" 0.16
5 Eating disorders " 0.10" " -2.63" " 2.83" " 1.39" 0.94
6 OCDs " -1.13" " -3.38" " 1.11" " 1.14" 0.32
7 Psychotic and bipolar disorder " 11.21" " 3.49" "18.93" " 3.93" 0.005
8 Only psychotic disorder " -1.54" " -7.19" " 4.10" " 2.87" 0.59
9 Only bipolar disorder " -1.19" " -4.91" " 2.53" " 1.89" 0.53
10 PTSD " -3.44" " -5.97" "-0.91" " 1.29" 0.008
# … with 18 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 436 0.02 0.00 1.20 0.31 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
0.82 |
-12.88 |
14.52 |
6.97 |
0.91 |
| Anxiety disorders |
-9.53 |
-22.75 |
3.69 |
6.73 |
0.16 |
| Eating disorders |
-5.99 |
-24.93 |
12.94 |
9.63 |
0.53 |
| OCDs |
-11.80 |
-25.29 |
1.68 |
6.86 |
0.09 |
| PTSD |
-23.80 |
-42.78 |
-4.82 |
9.65 |
0.01 |
| Depressive disorders |
-9.84 |
-21.94 |
2.26 |
6.16 |
0.11 |
| Bipolar disorders |
-9.78 |
-22.24 |
2.67 |
6.34 |
0.12 |
| Female |
-2.36 |
-5.43 |
0.70 |
1.56 |
0.13 |
| Non-binary/Self-defined |
-2.80 |
-8.69 |
3.09 |
3.00 |
0.35 |
| Age |
6.51 |
-113.13 |
126.16 |
60.87 |
0.91 |
| Age2 |
-163.21 |
-285.29 |
-41.12 |
62.11 |
0.009 |
| Mixed or multiple ethnic origins |
2.26 |
-4.38 |
8.91 |
3.38 |
0.50 |
| Asian or Asian British |
-25.30 |
-39.96 |
-10.65 |
7.46 |
7.55e-04 |
| African or African British |
19.00 |
-2.12 |
40.11 |
10.74 |
0.08 |
| Other ethnicity |
-1.18 |
-9.78 |
7.43 |
4.38 |
0.79 |
| Time difference: Lockdown to baseline |
0.45 |
-0.30 |
1.21 |
0.38 |
0.24 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 0.82" " -12.88" " 14.52" " 6.97" 0.91
2 Anxiety disorders " -9.53" " -22.75" " 3.69" " 6.73" 0.16
3 Eating disorders " -5.99" " -24.93" " 12.94" " 9.63" 0.53
4 OCDs " -11.80" " -25.29" " 1.68" " 6.86" 0.09
5 PTSD " -23.80" " -42.78" " -4.82" " 9.65" 0.01
6 Depressive disorders " -9.84" " -21.94" " 2.26" " 6.16" 0.11
7 Bipolar disorders " -9.78" " -22.24" " 2.67" " 6.34" 0.12
8 Female " -2.36" " -5.43" " 0.70" " 1.56" 0.13
9 Non-binary/Self-defined " -2.80" " -8.69" " 3.09" " 3.00" 0.35
10 Age " 6.51" "-113.13" "126.16" "60.87" 0.91
11 Age^2 "-163.21" "-285.29" "-41.12" "62.11" 0.009
12 Mixed or multiple ethnic origins " 2.26" " -4.38" " 8.91" " 3.38" 0.50
13 Asian or Asian British " -25.30" " -39.96" "-10.65" " 7.46" 7.55e-04
14 African or African British " 19.00" " -2.12" " 40.11" "10.74" 0.08
15 Other ethnicity " -1.18" " -9.78" " 7.43" " 4.38" 0.79
16 Time difference: Lockdown to baseline " 0.45" " -0.30" " 1.21" " 0.38" 0.24
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 436 0.02 0.00 1.20 0.31 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-3.88 |
-14.22 |
6.46 |
5.26 |
0.46 |
| Depressive and anxiety disorder |
-5.09 |
-13.66 |
3.49 |
4.36 |
0.24 |
| Only depressive disorder |
-5.61 |
-14.87 |
3.65 |
4.71 |
0.23 |
| Only anxiety disorder |
-8.09 |
-17.40 |
1.21 |
4.73 |
0.09 |
| Eating disorders |
0.06 |
-2.66 |
2.78 |
1.38 |
0.97 |
| OCDs |
-1.21 |
-3.43 |
1.02 |
1.13 |
0.29 |
| Psychotic and bipolar disorder |
10.86 |
3.17 |
18.55 |
3.91 |
0.006 |
| Only psychotic disorder |
-1.50 |
-7.07 |
4.07 |
2.83 |
0.60 |
| Only bipolar disorder |
-1.37 |
-5.06 |
2.32 |
1.88 |
0.47 |
| PTSD |
-3.64 |
-6.15 |
-1.12 |
1.28 |
0.005 |
| ASD |
-0.28 |
-4.63 |
4.07 |
2.21 |
0.90 |
| ADHD |
5.40 |
-1.07 |
11.87 |
3.29 |
0.10 |
| Personality disorder |
-1.20 |
-4.46 |
2.05 |
1.66 |
0.47 |
| Female |
-1.73 |
-4.84 |
1.38 |
1.58 |
0.27 |
| Non-binary/Self-defined |
-1.47 |
-7.49 |
4.56 |
3.07 |
0.63 |
| Age |
29.85 |
-91.87 |
151.56 |
61.92 |
0.63 |
| Age2 |
-138.78 |
-261.27 |
-16.30 |
62.31 |
0.03 |
| Mixed or multiple ethnic origins |
2.62 |
-4.05 |
9.28 |
3.39 |
0.44 |
| Asian or Asian British |
-23.04 |
-37.80 |
-8.29 |
7.51 |
0.002 |
| African or African British |
17.70 |
-3.19 |
38.59 |
10.63 |
0.10 |
| Other ethnicity |
-1.34 |
-9.89 |
7.21 |
4.35 |
0.76 |
| Key worker |
1.15 |
-1.05 |
3.36 |
1.12 |
0.30 |
| Time difference: Lockdown to baseline |
0.51 |
-0.24 |
1.26 |
0.38 |
0.18 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -3.88" " -14.22" " 6.46" " 5.26" 0.46
2 Depressive and anxiety disorder " -5.09" " -13.66" " 3.49" " 4.36" 0.24
3 Only depressive disorder " -5.61" " -14.87" " 3.65" " 4.71" 0.23
4 Only anxiety disorder " -8.09" " -17.40" " 1.21" " 4.73" 0.09
5 Eating disorders " 0.06" " -2.66" " 2.78" " 1.38" 0.97
6 OCDs " -1.21" " -3.43" " 1.02" " 1.13" 0.29
7 Psychotic and bipolar disorder " 10.86" " 3.17" " 18.55" " 3.91" 0.006
8 Only psychotic disorder " -1.50" " -7.07" " 4.07" " 2.83" 0.60
9 Only bipolar disorder " -1.37" " -5.06" " 2.32" " 1.88" 0.47
10 PTSD " -3.64" " -6.15" " -1.12" " 1.28" 0.005
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 436 0.02 0.00 1.20 0.31 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
9.60 |
-1.32 |
20.52 |
5.56 |
0.08 |
| ocir.sum_score_prepan |
0.65 |
0.58 |
0.71 |
0.03 |
3.49e-61 |
| Anxiety disorders |
-11.49 |
-23.36 |
0.38 |
6.04 |
0.06 |
| Eating disorders |
-9.29 |
-26.42 |
7.84 |
8.71 |
0.29 |
| OCDs |
-9.11 |
-21.35 |
3.13 |
6.23 |
0.14 |
| PTSD |
-20.88 |
-38.02 |
-3.73 |
8.72 |
0.02 |
| Depressive disorders |
-8.32 |
-19.20 |
2.56 |
5.54 |
0.13 |
| Bipolar disorders |
-5.59 |
-16.81 |
5.63 |
5.71 |
0.33 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 9.60" " -1.32" "20.52" 5.56 0.08
2 ocir.sum_score_prepan " 0.65" " 0.58" " 0.71" 0.03 3.49e-61
3 Anxiety disorders "-11.49" "-23.36" " 0.38" 6.04 0.06
4 Eating disorders " -9.29" "-26.42" " 7.84" 8.71 0.29
5 OCDs " -9.11" "-21.35" " 3.13" 6.23 0.14
6 PTSD "-20.88" "-38.02" "-3.73" 8.72 0.02
7 Depressive disorders " -8.32" "-19.20" " 2.56" 5.54 0.13
8 Bipolar disorders " -5.59" "-16.81" " 5.63" 5.71 0.33
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 436 |
0.49 |
0.49 |
59.80 |
1.44e-59 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 436 0.49 0.49 59.80 1.44e-59 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.70 |
-1.50 |
12.89 |
3.66 |
0.12 |
| ocir.sum_score_prepan |
0.64 |
0.57 |
0.71 |
0.04 |
1.22e-53 |
| Depressive and anxiety disorder |
-4.17 |
-11.31 |
2.97 |
3.63 |
0.25 |
| Only depressive disorder |
-5.37 |
-13.21 |
2.46 |
3.99 |
0.18 |
| Only anxiety disorder |
-8.62 |
-16.46 |
-0.78 |
3.99 |
0.03 |
| Eating disorders |
0.48 |
-1.94 |
2.89 |
1.23 |
0.70 |
| OCDs |
2.28 |
0.17 |
4.39 |
1.07 |
0.03 |
| Psychotic and bipolar disorder |
11.83 |
4.99 |
18.67 |
3.48 |
7.37e-04 |
| Only psychotic disorder |
0.58 |
-4.40 |
5.55 |
2.53 |
0.82 |
| Only bipolar disorder |
0.87 |
-2.43 |
4.17 |
1.68 |
0.61 |
| PTSD |
-2.65 |
-4.87 |
-0.43 |
1.13 |
0.02 |
| ASD |
0.22 |
-3.66 |
4.10 |
1.97 |
0.91 |
| ADHD |
4.02 |
-1.82 |
9.85 |
2.97 |
0.18 |
| Personality disorder |
-0.69 |
-3.62 |
2.25 |
1.49 |
0.65 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.70" " -1.50" "12.89" 3.66 0.12
2 ocir.sum_score_prepan " 0.64" " 0.57" " 0.71" 0.04 1.22e-53
3 Depressive and anxiety disorder "-4.17" "-11.31" " 2.97" 3.63 0.25
4 Only depressive disorder "-5.37" "-13.21" " 2.46" 3.99 0.18
5 Only anxiety disorder "-8.62" "-16.46" "-0.78" 3.99 0.03
6 Eating disorders " 0.48" " -1.94" " 2.89" 1.23 0.70
7 OCDs " 2.28" " 0.17" " 4.39" 1.07 0.03
8 Psychotic and bipolar disorder "11.83" " 4.99" "18.67" 3.48 7.37e-04
9 Only psychotic disorder " 0.58" " -4.40" " 5.55" 2.53 0.82
10 Only bipolar disorder " 0.87" " -2.43" " 4.17" 1.68 0.61
11 PTSD "-2.65" " -4.87" "-0.43" 1.13 0.02
12 ASD " 0.22" " -3.66" " 4.10" 1.97 0.91
13 ADHD " 4.02" " -1.82" " 9.85" 2.97 0.18
14 Personality disorder "-0.69" " -3.62" " 2.25" 1.49 0.65
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1786 0.03 0.03 10.03 6.36e-11 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
14.34 |
-1.04 |
29.71 |
7.82 |
0.07 |
| ocir.sum_score_prepan |
0.66 |
0.59 |
0.73 |
0.03 |
4.03e-59 |
| Anxiety disorders |
-15.86 |
-30.44 |
-1.27 |
7.42 |
0.03 |
| Eating disorders |
-13.66 |
-32.79 |
5.48 |
9.73 |
0.16 |
| OCDs |
-14.11 |
-28.95 |
0.73 |
7.55 |
0.06 |
| PTSD |
-25.47 |
-44.67 |
-6.27 |
9.77 |
0.009 |
| Depressive disorders |
-13.35 |
-27.11 |
0.42 |
7.00 |
0.06 |
| Bipolar disorders |
-10.79 |
-24.80 |
3.22 |
7.13 |
0.13 |
| Female |
-1.78 |
-4.57 |
1.01 |
1.42 |
0.21 |
| Non-binary/Self-defined |
-1.60 |
-6.96 |
3.77 |
2.73 |
0.56 |
| age_category_collapsed_reordered16-18 |
-6.17 |
-12.49 |
0.15 |
3.21 |
0.06 |
| 19-25 years |
-1.43 |
-4.15 |
1.30 |
1.39 |
0.30 |
| 36-45 years |
0.16 |
-2.63 |
2.96 |
1.42 |
0.91 |
| 46-55 years |
0.59 |
-2.12 |
3.31 |
1.38 |
0.67 |
| 56-65 years |
-2.25 |
-5.61 |
1.11 |
1.71 |
0.19 |
| 66-70 years |
-3.11 |
-9.08 |
2.86 |
3.04 |
0.31 |
| 71-75 years |
-3.87 |
-14.88 |
7.13 |
5.60 |
0.49 |
| Mixed or multiple ethnic origins |
0.73 |
-5.31 |
6.77 |
3.07 |
0.81 |
| Asian or Asian British |
-16.33 |
-29.77 |
-2.89 |
6.84 |
0.02 |
| African or African British |
21.98 |
2.34 |
41.61 |
9.99 |
0.03 |
| Other ethnicity |
1.08 |
-6.75 |
8.92 |
3.99 |
0.79 |
| Key worker |
0.18 |
-1.81 |
2.17 |
1.01 |
0.86 |
| Time difference: Lockdown to baseline |
0.29 |
-0.40 |
0.99 |
0.35 |
0.40 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 14.34" " -1.04" "29.71" 7.82 0.07
2 ocir.sum_score_prepan " 0.66" " 0.59" " 0.73" 0.03 4.03e-59
3 Anxiety disorders "-15.86" "-30.44" "-1.27" 7.42 0.03
4 Eating disorders "-13.66" "-32.79" " 5.48" 9.73 0.16
5 OCDs "-14.11" "-28.95" " 0.73" 7.55 0.06
6 PTSD "-25.47" "-44.67" "-6.27" 9.77 0.009
7 Depressive disorders "-13.35" "-27.11" " 0.42" 7.00 0.06
8 Bipolar disorders "-10.79" "-24.80" " 3.22" 7.13 0.13
9 Female " -1.78" " -4.57" " 1.01" 1.42 0.21
10 Non-binary/Self-defined " -1.60" " -6.96" " 3.77" 2.73 0.56
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1786 0.03 0.03 10.03 6.36e-11 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
4.70 |
-5.19 |
14.59 |
5.03 |
0.35 |
| ocir.sum_score_prepan |
0.64 |
0.57 |
0.72 |
0.04 |
7.34e-51 |
| Depressive and anxiety disorder |
-5.06 |
-12.99 |
2.87 |
4.03 |
0.21 |
| Only depressive disorder |
-6.01 |
-14.57 |
2.55 |
4.35 |
0.17 |
| Only anxiety disorder |
-8.84 |
-17.42 |
-0.25 |
4.37 |
0.04 |
| Eating disorders |
0.86 |
-1.61 |
3.33 |
1.26 |
0.49 |
| OCDs |
2.41 |
0.26 |
4.57 |
1.10 |
0.03 |
| Psychotic and bipolar disorder |
10.72 |
3.74 |
17.70 |
3.55 |
0.003 |
| Only psychotic disorder |
0.10 |
-5.02 |
5.21 |
2.60 |
0.97 |
| Only bipolar disorder |
0.61 |
-2.78 |
3.99 |
1.72 |
0.73 |
| PTSD |
-2.34 |
-4.64 |
-0.04 |
1.17 |
0.05 |
| ASD |
-0.19 |
-4.14 |
3.76 |
2.01 |
0.92 |
| ADHD |
3.54 |
-2.37 |
9.45 |
3.01 |
0.24 |
| Personality disorder |
-0.21 |
-3.17 |
2.76 |
1.51 |
0.89 |
| Female |
-1.56 |
-4.39 |
1.27 |
1.44 |
0.28 |
| Non-binary/Self-defined |
-0.84 |
-6.34 |
4.66 |
2.80 |
0.77 |
| age_category_collapsed_reordered16-18 |
-5.12 |
-11.32 |
1.09 |
3.16 |
0.11 |
| 19-25 years |
-1.40 |
-4.13 |
1.32 |
1.39 |
0.31 |
| 36-45 years |
-0.13 |
-2.92 |
2.66 |
1.42 |
0.93 |
| 46-55 years |
1.33 |
-1.42 |
4.08 |
1.40 |
0.34 |
| 56-65 years |
-1.99 |
-5.38 |
1.39 |
1.72 |
0.25 |
| 66-70 years |
-2.86 |
-8.84 |
3.11 |
3.04 |
0.35 |
| 71-75 years |
-0.05 |
-9.77 |
9.67 |
4.94 |
0.99 |
| Mixed or multiple ethnic origins |
-0.02 |
-6.10 |
6.06 |
3.09 |
1.00 |
| Asian or Asian British |
-12.62 |
-26.19 |
0.94 |
6.90 |
0.07 |
| African or African British |
22.55 |
3.03 |
42.06 |
9.93 |
0.02 |
| Other ethnicity |
0.67 |
-7.12 |
8.47 |
3.97 |
0.87 |
| Key worker |
0.00 |
-2.01 |
2.01 |
1.02 |
1.00 |
| Time difference: Lockdown to baseline |
0.47 |
-0.21 |
1.15 |
0.35 |
0.17 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 4.70" " -5.19" "14.59" 5.03 0.35
2 ocir.sum_score_prepan " 0.64" " 0.57" " 0.72" 0.04 7.34e-51
3 Depressive and anxiety disorder " -5.06" "-12.99" " 2.87" 4.03 0.21
4 Only depressive disorder " -6.01" "-14.57" " 2.55" 4.35 0.17
5 Only anxiety disorder " -8.84" "-17.42" "-0.25" 4.37 0.04
6 Eating disorders " 0.86" " -1.61" " 3.33" 1.26 0.49
7 OCDs " 2.41" " 0.26" " 4.57" 1.10 0.03
8 Psychotic and bipolar disorder " 10.72" " 3.74" "17.70" 3.55 0.003
9 Only psychotic disorder " 0.10" " -5.02" " 5.21" 2.60 0.97
10 Only bipolar disorder " 0.61" " -2.78" " 3.99" 1.72 0.73
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1786 0.03 0.03 10.03 6.36e-11 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
12.31 |
-2.62 |
27.24 |
7.59 |
0.11 |
| ocir.sum_score_prepan |
0.66 |
0.60 |
0.73 |
0.03 |
9.77e-61 |
| Anxiety disorders |
-14.89 |
-29.15 |
-0.63 |
7.25 |
0.04 |
| Eating disorders |
-11.62 |
-30.39 |
7.15 |
9.55 |
0.22 |
| OCDs |
-12.41 |
-26.82 |
2.00 |
7.33 |
0.09 |
| PTSD |
-24.34 |
-43.16 |
-5.53 |
9.57 |
0.01 |
| Depressive disorders |
-11.88 |
-25.27 |
1.52 |
6.82 |
0.08 |
| Bipolar disorders |
-9.39 |
-23.07 |
4.28 |
6.96 |
0.18 |
| Female |
-1.75 |
-4.51 |
1.02 |
1.41 |
0.22 |
| Non-binary/Self-defined |
-1.46 |
-6.78 |
3.86 |
2.71 |
0.59 |
| Age |
-34.22 |
-143.84 |
75.40 |
55.77 |
0.54 |
| Age2 |
-146.19 |
-258.05 |
-34.33 |
56.90 |
0.01 |
| Mixed or multiple ethnic origins |
0.79 |
-5.21 |
6.79 |
3.05 |
0.80 |
| Asian or Asian British |
-16.72 |
-30.09 |
-3.36 |
6.80 |
0.01 |
| African or African British |
22.89 |
3.86 |
41.91 |
9.68 |
0.02 |
| Other ethnicity |
0.88 |
-6.89 |
8.66 |
3.95 |
0.82 |
| Key worker |
0.09 |
-1.90 |
2.07 |
1.01 |
0.93 |
| Time difference: Lockdown to baseline |
0.28 |
-0.40 |
0.97 |
0.35 |
0.42 |
# A tibble: 18 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 12.31" " -2.62" " 27.24" " 7.59" 0.11
2 ocir.sum_score_prepan " 0.66" " 0.60" " 0.73" " 0.03" 9.77e-61
3 Anxiety disorders " -14.89" " -29.15" " -0.63" " 7.25" 0.04
4 Eating disorders " -11.62" " -30.39" " 7.15" " 9.55" 0.22
5 OCDs " -12.41" " -26.82" " 2.00" " 7.33" 0.09
6 PTSD " -24.34" " -43.16" " -5.53" " 9.57" 0.01
7 Depressive disorders " -11.88" " -25.27" " 1.52" " 6.82" 0.08
8 Bipolar disorders " -9.39" " -23.07" " 4.28" " 6.96" 0.18
9 Female " -1.75" " -4.51" " 1.02" " 1.41" 0.22
10 Non-binary/Self-defined " -1.46" " -6.78" " 3.86" " 2.71" 0.59
11 Age " -34.22" "-143.84" " 75.40" "55.77" 0.54
12 Age^2 "-146.19" "-258.05" "-34.33" "56.90" 0.01
13 Mixed or multiple ethnic origins " 0.79" " -5.21" " 6.79" " 3.05" 0.80
14 Asian or Asian British " -16.72" " -30.09" " -3.36" " 6.80" 0.01
15 African or African British " 22.89" " 3.86" " 41.91" " 9.68" 0.02
16 Other ethnicity " 0.88" " -6.89" " 8.66" " 3.95" 0.82
17 Key worker " 0.09" " -1.90" " 2.07" " 1.01" 0.93
18 Time difference: Lockdown to baseline " 0.28" " -0.40" " 0.97" " 0.35" 0.42
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1786 0.03 0.03 10.03 6.36e-11 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
4.86 |
-4.65 |
14.37 |
4.84 |
0.32 |
| ocir.sum_score_prepan |
0.65 |
0.58 |
0.72 |
0.04 |
5.32e-53 |
| Depressive and anxiety disorder |
-5.20 |
-12.95 |
2.55 |
3.94 |
0.19 |
| Only depressive disorder |
-6.59 |
-14.96 |
1.78 |
4.26 |
0.12 |
| Only anxiety disorder |
-9.27 |
-17.69 |
-0.86 |
4.28 |
0.03 |
| Eating disorders |
0.72 |
-1.74 |
3.18 |
1.25 |
0.57 |
| OCDs |
2.22 |
0.09 |
4.35 |
1.08 |
0.04 |
| Psychotic and bipolar disorder |
10.57 |
3.62 |
17.52 |
3.54 |
0.003 |
| Only psychotic disorder |
-0.11 |
-5.16 |
4.93 |
2.57 |
0.97 |
| Only bipolar disorder |
0.67 |
-2.69 |
4.03 |
1.71 |
0.69 |
| PTSD |
-2.54 |
-4.83 |
-0.26 |
1.16 |
0.03 |
| ASD |
0.09 |
-3.84 |
4.02 |
2.00 |
0.96 |
| ADHD |
3.40 |
-2.46 |
9.26 |
2.98 |
0.26 |
| Personality disorder |
-0.42 |
-3.37 |
2.53 |
1.50 |
0.78 |
| Female |
-1.58 |
-4.39 |
1.23 |
1.43 |
0.27 |
| Non-binary/Self-defined |
-0.71 |
-6.16 |
4.74 |
2.77 |
0.80 |
| Age |
-2.43 |
-112.61 |
107.75 |
56.05 |
0.97 |
| Age2 |
-125.54 |
-236.26 |
-14.82 |
56.32 |
0.03 |
| Mixed or multiple ethnic origins |
0.16 |
-5.88 |
6.21 |
3.07 |
0.96 |
| Asian or Asian British |
-13.23 |
-26.71 |
0.25 |
6.86 |
0.05 |
| African or African British |
22.25 |
3.35 |
41.15 |
9.62 |
0.02 |
| Other ethnicity |
0.47 |
-7.27 |
8.21 |
3.94 |
0.90 |
| Key worker |
-0.03 |
-2.03 |
1.98 |
1.02 |
0.98 |
| Time difference: Lockdown to baseline |
0.43 |
-0.25 |
1.10 |
0.34 |
0.21 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 4.86" " -4.65" " 14.37" " 4.84" 0.32
2 ocir.sum_score_prepan " 0.65" " 0.58" " 0.72" " 0.04" 5.32e-53
3 Depressive and anxiety disorder " -5.20" " -12.95" " 2.55" " 3.94" 0.19
4 Only depressive disorder " -6.59" " -14.96" " 1.78" " 4.26" 0.12
5 Only anxiety disorder " -9.27" " -17.69" " -0.86" " 4.28" 0.03
6 Eating disorders " 0.72" " -1.74" " 3.18" " 1.25" 0.57
7 OCDs " 2.22" " 0.09" " 4.35" " 1.08" 0.04
8 Psychotic and bipolar disorder " 10.57" " 3.62" " 17.52" " 3.54" 0.003
9 Only psychotic disorder " -0.11" " -5.16" " 4.93" " 2.57" 0.97
10 Only bipolar disorder " 0.67" " -2.69" " 4.03" " 1.71" 0.69
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1786 0.03 0.03 10.03 6.36e-11 6
OCIR retro
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.87 |
3.16 |
4.58 |
0.36 |
1.93e-26 |
| Anxiety disorders |
-0.87 |
-2.14 |
0.41 |
0.65 |
0.18 |
| Eating disorders |
-3.63 |
-7.18 |
-0.07 |
1.81 |
0.05 |
| OCDs |
-1.87 |
-4.22 |
0.48 |
1.20 |
0.12 |
| PTSD |
-0.55 |
-3.15 |
2.06 |
1.33 |
0.68 |
| Depressive disorders |
-3.95 |
-4.74 |
-3.17 |
0.40 |
1.59e-22 |
| Bipolar disorders |
-3.57 |
-4.89 |
-2.24 |
0.68 |
1.40e-07 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.87" " 3.16" " 4.58" 0.36 1.93e-26
2 Anxiety disorders "-0.87" "-2.14" " 0.41" 0.65 0.18
3 Eating disorders "-3.63" "-7.18" "-0.07" 1.81 0.05
4 OCDs "-1.87" "-4.22" " 0.48" 1.20 0.12
5 PTSD "-0.55" "-3.15" " 2.06" 1.33 0.68
6 Depressive disorders "-3.95" "-4.74" "-3.17" 0.40 1.59e-22
7 Bipolar disorders "-3.57" "-4.89" "-2.24" 0.68 1.40e-07
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 4329 |
0.03 |
0.03 |
19.83 |
5.68e-23 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 4329 0.03 0.03 19.83 5.68e-23 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.83 |
3.19 |
4.47 |
0.33 |
4.16e-31 |
| Depressive and anxiety disorder |
-4.38 |
-5.16 |
-3.60 |
0.40 |
6.38e-28 |
| Only depressive disorder |
-2.11 |
-3.19 |
-1.03 |
0.55 |
1.37e-04 |
| Only anxiety disorder |
-1.42 |
-2.54 |
-0.31 |
0.57 |
0.01 |
| Eating disorders |
-0.25 |
-1.18 |
0.68 |
0.47 |
0.60 |
| OCDs |
0.30 |
-0.50 |
1.11 |
0.41 |
0.46 |
| Psychotic and bipolar disorder |
2.22 |
0.03 |
4.40 |
1.11 |
0.05 |
| Only psychotic disorder |
0.58 |
-1.38 |
2.53 |
1.00 |
0.56 |
| Only bipolar disorder |
-0.55 |
-1.93 |
0.82 |
0.70 |
0.43 |
| PTSD |
0.21 |
-0.58 |
1.00 |
0.40 |
0.60 |
| ASD |
1.82 |
0.35 |
3.30 |
0.75 |
0.02 |
| ADHD |
2.21 |
0.12 |
4.29 |
1.06 |
0.04 |
| Personality disorder |
-0.61 |
-1.69 |
0.47 |
0.55 |
0.27 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.83" " 3.19" " 4.47" 0.33 4.16e-31
2 Depressive and anxiety disorder "-4.38" "-5.16" "-3.60" 0.40 6.38e-28
3 Only depressive disorder "-2.11" "-3.19" "-1.03" 0.55 1.37e-04
4 Only anxiety disorder "-1.42" "-2.54" "-0.31" 0.57 0.01
5 Eating disorders "-0.25" "-1.18" " 0.68" 0.47 0.60
6 OCDs " 0.30" "-0.50" " 1.11" 0.41 0.46
7 Psychotic and bipolar disorder " 2.22" " 0.03" " 4.40" 1.11 0.05
8 Only psychotic disorder " 0.58" "-1.38" " 2.53" 1.00 0.56
9 Only bipolar disorder "-0.55" "-1.93" " 0.82" 0.70 0.43
10 PTSD " 0.21" "-0.58" " 1.00" 0.40 0.60
11 ASD " 1.82" " 0.35" " 3.30" 0.75 0.02
12 ADHD " 2.21" " 0.12" " 4.29" 1.06 0.04
13 Personality disorder "-0.61" "-1.69" " 0.47" 0.55 0.27
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 4329 |
0.03 |
0.03 |
19.83 |
5.68e-23 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 4329 0.03 0.03 19.83 5.68e-23 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
11.33 |
9.98 |
12.69 |
0.69 |
1.48e-58 |
| Anxiety disorders |
-0.24 |
-1.45 |
0.97 |
0.62 |
0.70 |
| Eating disorders |
-2.11 |
-5.41 |
1.18 |
1.68 |
0.21 |
| OCDs |
-0.32 |
-2.52 |
1.89 |
1.13 |
0.78 |
| PTSD |
-0.45 |
-2.91 |
2.01 |
1.25 |
0.72 |
| Depressive disorders |
-2.12 |
-2.90 |
-1.35 |
0.40 |
8.11e-08 |
| Bipolar disorders |
-1.61 |
-2.87 |
-0.35 |
0.64 |
0.01 |
| Female |
0.19 |
-0.57 |
0.95 |
0.39 |
0.62 |
| Non-binary/Self-defined |
-0.14 |
-2.20 |
1.91 |
1.05 |
0.89 |
| age_category_collapsed_reordered16-18 |
4.14 |
2.72 |
5.56 |
0.72 |
1.14e-08 |
| 19-25 years |
-0.54 |
-1.57 |
0.48 |
0.52 |
0.30 |
| 36-45 years |
0.26 |
-0.68 |
1.19 |
0.48 |
0.59 |
| 46-55 years |
0.37 |
-0.50 |
1.23 |
0.44 |
0.40 |
| 56-65 years |
1.96 |
1.09 |
2.83 |
0.44 |
1.05e-05 |
| 66-70 years |
2.12 |
0.81 |
3.43 |
0.67 |
0.002 |
| 71-75 years |
2.71 |
1.11 |
4.31 |
0.82 |
9.01e-04 |
| 76+ years |
-0.03 |
-3.38 |
3.32 |
1.71 |
0.99 |
| Mixed or multiple ethnic origins |
1.54 |
-0.25 |
3.33 |
0.91 |
0.09 |
| Asian or Asian British |
2.65 |
-0.05 |
5.36 |
1.38 |
0.05 |
| African or African British |
0.77 |
-3.58 |
5.12 |
2.22 |
0.73 |
| Other ethnicity |
-0.64 |
-3.24 |
1.96 |
1.33 |
0.63 |
| Time difference: Lockdown to baseline |
-1.65 |
-1.77 |
-1.52 |
0.06 |
6.65e-134 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "11.33" " 9.98" "12.69" 0.69 1.48e-58
2 Anxiety disorders "-0.24" "-1.45" " 0.97" 0.62 0.70
3 Eating disorders "-2.11" "-5.41" " 1.18" 1.68 0.21
4 OCDs "-0.32" "-2.52" " 1.89" 1.13 0.78
5 PTSD "-0.45" "-2.91" " 2.01" 1.25 0.72
6 Depressive disorders "-2.12" "-2.90" "-1.35" 0.40 8.11e-08
7 Bipolar disorders "-1.61" "-2.87" "-0.35" 0.64 0.01
8 Female " 0.19" "-0.57" " 0.95" 0.39 0.62
9 Non-binary/Self-defined "-0.14" "-2.20" " 1.91" 1.05 0.89
10 age_category_collapsed_reordered16-18 " 4.14" " 2.72" " 5.56" 0.72 1.14e-08
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 4329 |
0.03 |
0.03 |
19.83 |
5.68e-23 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 4329 0.03 0.03 19.83 5.68e-23 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
11.18 |
9.84 |
12.53 |
0.69 |
3.87e-58 |
| Depressive and anxiety disorder |
-2.52 |
-3.28 |
-1.75 |
0.39 |
1.10e-10 |
| Only depressive disorder |
-1.45 |
-2.49 |
-0.42 |
0.53 |
0.006 |
| Only anxiety disorder |
-0.73 |
-1.79 |
0.33 |
0.54 |
0.18 |
| Eating disorders |
-0.09 |
-0.96 |
0.77 |
0.44 |
0.83 |
| OCDs |
0.38 |
-0.38 |
1.13 |
0.38 |
0.33 |
| Psychotic and bipolar disorder |
2.27 |
0.23 |
4.30 |
1.04 |
0.03 |
| Only psychotic disorder |
0.30 |
-1.51 |
2.12 |
0.93 |
0.74 |
| Only bipolar disorder |
-0.31 |
-1.61 |
0.98 |
0.66 |
0.64 |
| PTSD |
0.16 |
-0.59 |
0.91 |
0.38 |
0.68 |
| ASD |
1.01 |
-0.40 |
2.41 |
0.72 |
0.16 |
| ADHD |
1.67 |
-0.26 |
3.61 |
0.99 |
0.09 |
| Personality disorder |
-0.24 |
-1.25 |
0.77 |
0.52 |
0.63 |
| Female |
0.30 |
-0.45 |
1.06 |
0.39 |
0.43 |
| Non-binary/Self-defined |
-0.66 |
-2.72 |
1.40 |
1.05 |
0.53 |
| age_category_collapsed_reordered16-18 |
4.01 |
2.64 |
5.39 |
0.70 |
1.07e-08 |
| 19-25 years |
-0.48 |
-1.50 |
0.54 |
0.52 |
0.35 |
| 36-45 years |
0.22 |
-0.71 |
1.15 |
0.47 |
0.64 |
| 46-55 years |
0.30 |
-0.56 |
1.17 |
0.44 |
0.50 |
| 56-65 years |
1.86 |
0.98 |
2.73 |
0.45 |
3.55e-05 |
| 66-70 years |
2.17 |
0.84 |
3.50 |
0.68 |
0.001 |
| 71-75 years |
2.14 |
0.52 |
3.76 |
0.83 |
0.010 |
| 76+ years |
0.02 |
-3.32 |
3.37 |
1.71 |
0.99 |
| Mixed or multiple ethnic origins |
1.35 |
-0.44 |
3.14 |
0.91 |
0.14 |
| Asian or Asian British |
2.32 |
-0.28 |
4.92 |
1.33 |
0.08 |
| African or African British |
0.91 |
-3.41 |
5.24 |
2.21 |
0.68 |
| Other ethnicity |
-0.67 |
-3.28 |
1.95 |
1.33 |
0.62 |
| Key worker |
-0.08 |
-0.65 |
0.50 |
0.29 |
0.80 |
| Time difference: Lockdown to baseline |
-1.61 |
-1.73 |
-1.48 |
0.06 |
8.63e-132 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "11.18" " 9.84" "12.53" 0.69 3.87e-58
2 Depressive and anxiety disorder "-2.52" "-3.28" "-1.75" 0.39 1.10e-10
3 Only depressive disorder "-1.45" "-2.49" "-0.42" 0.53 0.006
4 Only anxiety disorder "-0.73" "-1.79" " 0.33" 0.54 0.18
5 Eating disorders "-0.09" "-0.96" " 0.77" 0.44 0.83
6 OCDs " 0.38" "-0.38" " 1.13" 0.38 0.33
7 Psychotic and bipolar disorder " 2.27" " 0.23" " 4.30" 1.04 0.03
8 Only psychotic disorder " 0.30" "-1.51" " 2.12" 0.93 0.74
9 Only bipolar disorder "-0.31" "-1.61" " 0.98" 0.66 0.64
10 PTSD " 0.16" "-0.59" " 0.91" 0.38 0.68
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 4329 |
0.03 |
0.03 |
19.83 |
5.68e-23 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 4329 0.03 0.03 19.83 5.68e-23 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-3.61 |
-5.25 |
-1.98 |
0.83 |
1.55e-05 |
| Anxiety disorders |
-0.51 |
-2.15 |
1.14 |
0.84 |
0.55 |
| Eating disorders |
1.23 |
-2.21 |
4.66 |
1.75 |
0.48 |
| OCDs |
-1.05 |
-3.73 |
1.63 |
1.37 |
0.44 |
| PTSD |
-2.80 |
-6.26 |
0.65 |
1.76 |
0.11 |
| Depressive disorders |
-0.86 |
-1.92 |
0.20 |
0.54 |
0.11 |
| Bipolar disorders |
-1.17 |
-2.64 |
0.29 |
0.75 |
0.12 |
| Female |
-0.59 |
-1.40 |
0.21 |
0.41 |
0.15 |
| Non-binary/Self-defined |
-0.72 |
-2.80 |
1.36 |
1.06 |
0.50 |
| Age |
74.54 |
31.90 |
117.17 |
21.74 |
6.19e-04 |
| Age2 |
-24.16 |
-65.99 |
17.67 |
21.33 |
0.26 |
| Mixed or multiple ethnic origins |
2.68 |
0.82 |
4.54 |
0.95 |
0.005 |
| Asian or Asian British |
-0.83 |
-4.61 |
2.94 |
1.92 |
0.67 |
| African or African British |
-0.67 |
-6.20 |
4.86 |
2.82 |
0.81 |
| Other ethnicity |
1.15 |
-1.58 |
3.88 |
1.39 |
0.41 |
| Time difference: Lockdown to baseline |
-0.03 |
-0.19 |
0.12 |
0.08 |
0.67 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -3.61" " -5.25" " -1.98" " 0.83" 1.55e-05
2 Anxiety disorders " -0.51" " -2.15" " 1.14" " 0.84" 0.55
3 Eating disorders " 1.23" " -2.21" " 4.66" " 1.75" 0.48
4 OCDs " -1.05" " -3.73" " 1.63" " 1.37" 0.44
5 PTSD " -2.80" " -6.26" " 0.65" " 1.76" 0.11
6 Depressive disorders " -0.86" " -1.92" " 0.20" " 0.54" 0.11
7 Bipolar disorders " -1.17" " -2.64" " 0.29" " 0.75" 0.12
8 Female " -0.59" " -1.40" " 0.21" " 0.41" 0.15
9 Non-binary/Self-defined " -0.72" " -2.80" " 1.36" " 1.06" 0.50
10 Age " 74.54" " 31.90" "117.17" "21.74" 6.19e-04
11 Age^2 "-24.16" "-65.99" " 17.67" "21.33" 0.26
12 Mixed or multiple ethnic origins " 2.68" " 0.82" " 4.54" " 0.95" 0.005
13 Asian or Asian British " -0.83" " -4.61" " 2.94" " 1.92" 0.67
14 African or African British " -0.67" " -6.20" " 4.86" " 2.82" 0.81
15 Other ethnicity " 1.15" " -1.58" " 3.88" " 1.39" 0.41
16 Time difference: Lockdown to baseline " -0.03" " -0.19" " 0.12" " 0.08" 0.67
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 2307 |
0.00 |
0.00 |
1.72 |
0.11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 2307 0.00 0.00 1.72 0.11 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-3.62 |
-5.23 |
-2.02 |
0.82 |
9.55e-06 |
| Depressive and anxiety disorder |
-0.65 |
-1.64 |
0.35 |
0.51 |
0.21 |
| Only depressive disorder |
-1.15 |
-2.48 |
0.19 |
0.68 |
0.09 |
| Only anxiety disorder |
-1.06 |
-2.49 |
0.36 |
0.73 |
0.14 |
| Eating disorders |
0.46 |
-0.42 |
1.34 |
0.45 |
0.30 |
| OCDs |
-0.27 |
-1.04 |
0.50 |
0.39 |
0.50 |
| Psychotic and bipolar disorder |
0.49 |
-1.77 |
2.74 |
1.15 |
0.67 |
| Only psychotic disorder |
0.11 |
-1.70 |
1.92 |
0.92 |
0.91 |
| Only bipolar disorder |
-0.27 |
-1.54 |
1.01 |
0.65 |
0.68 |
| PTSD |
-0.60 |
-1.37 |
0.17 |
0.39 |
0.13 |
| ASD |
0.14 |
-1.50 |
1.78 |
0.84 |
0.87 |
| ADHD |
2.02 |
-0.35 |
4.38 |
1.20 |
0.09 |
| Personality disorder |
-0.90 |
-1.91 |
0.12 |
0.52 |
0.08 |
| Female |
-0.54 |
-1.34 |
0.25 |
0.41 |
0.18 |
| Non-binary/Self-defined |
-0.95 |
-3.05 |
1.16 |
1.07 |
0.38 |
| Age |
75.67 |
31.94 |
119.39 |
22.30 |
7.02e-04 |
| Age2 |
-24.24 |
-66.89 |
18.42 |
21.75 |
0.27 |
| Mixed or multiple ethnic origins |
2.69 |
0.82 |
4.56 |
0.95 |
0.005 |
| Asian or Asian British |
-1.51 |
-5.14 |
2.13 |
1.85 |
0.42 |
| African or African British |
-0.56 |
-6.07 |
4.96 |
2.81 |
0.84 |
| Other ethnicity |
1.47 |
-1.31 |
4.24 |
1.42 |
0.30 |
| Key worker |
0.11 |
-0.50 |
0.72 |
0.31 |
0.73 |
| Time difference: Lockdown to baseline |
-0.04 |
-0.19 |
0.12 |
0.08 |
0.64 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -3.62" " -5.23" " -2.02" " 0.82" 9.55e-06
2 Depressive and anxiety disorder " -0.65" " -1.64" " 0.35" " 0.51" 0.21
3 Only depressive disorder " -1.15" " -2.48" " 0.19" " 0.68" 0.09
4 Only anxiety disorder " -1.06" " -2.49" " 0.36" " 0.73" 0.14
5 Eating disorders " 0.46" " -0.42" " 1.34" " 0.45" 0.30
6 OCDs " -0.27" " -1.04" " 0.50" " 0.39" 0.50
7 Psychotic and bipolar disorder " 0.49" " -1.77" " 2.74" " 1.15" 0.67
8 Only psychotic disorder " 0.11" " -1.70" " 1.92" " 0.92" 0.91
9 Only bipolar disorder " -0.27" " -1.54" " 1.01" " 0.65" 0.68
10 PTSD " -0.60" " -1.37" " 0.17" " 0.39" 0.13
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 2307 |
0.00 |
0.00 |
1.72 |
0.11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 2307 0.00 0.00 1.72 0.11 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.44 |
5.74 |
7.13 |
0.36 |
1.09e-70 |
| ocir.sum_score_retro |
0.73 |
0.71 |
0.75 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-0.10 |
-1.30 |
1.10 |
0.61 |
0.87 |
| Eating disorders |
-1.54 |
-4.88 |
1.80 |
1.70 |
0.37 |
| OCDs |
1.47 |
-0.76 |
3.69 |
1.13 |
0.20 |
| PTSD |
1.43 |
-1.02 |
3.88 |
1.25 |
0.25 |
| Depressive disorders |
-1.50 |
-2.27 |
-0.73 |
0.39 |
1.33e-04 |
| Bipolar disorders |
0.55 |
-0.74 |
1.84 |
0.66 |
0.40 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.44" " 5.74" " 7.13" 0.36 1.09e-70
2 ocir.sum_score_retro " 0.73" " 0.71" " 0.75" 0.01 0.00e+00
3 Anxiety disorders "-0.10" "-1.30" " 1.10" 0.61 0.87
4 Eating disorders "-1.54" "-4.88" " 1.80" 1.70 0.37
5 OCDs " 1.47" "-0.76" " 3.69" 1.13 0.20
6 PTSD " 1.43" "-1.02" " 3.88" 1.25 0.25
7 Depressive disorders "-1.50" "-2.27" "-0.73" 0.39 1.33e-04
8 Bipolar disorders " 0.55" "-0.74" " 1.84" 0.66 0.40
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 4329 |
0.52 |
0.52 |
665.07 |
0.00e+00 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 4329 0.52 0.52 665.07 0.00e+00 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.91 |
6.26 |
7.55 |
0.33 |
1.85e-93 |
| ocir.sum_score_retro |
0.70 |
0.68 |
0.73 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
-2.55 |
-3.29 |
-1.81 |
0.38 |
1.67e-11 |
| Only depressive disorder |
-1.71 |
-2.72 |
-0.69 |
0.52 |
9.57e-04 |
| Only anxiety disorder |
-0.70 |
-1.74 |
0.35 |
0.53 |
0.19 |
| Eating disorders |
-0.09 |
-0.95 |
0.78 |
0.44 |
0.84 |
| OCDs |
2.46 |
1.69 |
3.23 |
0.39 |
4.48e-10 |
| Psychotic and bipolar disorder |
3.47 |
1.43 |
5.51 |
1.04 |
8.69e-04 |
| Only psychotic disorder |
1.72 |
-0.11 |
3.55 |
0.93 |
0.07 |
| Only bipolar disorder |
0.59 |
-0.69 |
1.88 |
0.66 |
0.37 |
| PTSD |
0.78 |
0.04 |
1.52 |
0.38 |
0.04 |
| ASD |
3.70 |
2.31 |
5.08 |
0.71 |
1.73e-07 |
| ADHD |
2.01 |
0.06 |
3.95 |
0.99 |
0.04 |
| Personality disorder |
0.67 |
-0.34 |
1.69 |
0.52 |
0.19 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.91" " 6.26" " 7.55" 0.33 1.85e-93
2 ocir.sum_score_retro " 0.70" " 0.68" " 0.73" 0.01 0.00e+00
3 Depressive and anxiety disorder "-2.55" "-3.29" "-1.81" 0.38 1.67e-11
4 Only depressive disorder "-1.71" "-2.72" "-0.69" 0.52 9.57e-04
5 Only anxiety disorder "-0.70" "-1.74" " 0.35" 0.53 0.19
6 Eating disorders "-0.09" "-0.95" " 0.78" 0.44 0.84
7 OCDs " 2.46" " 1.69" " 3.23" 0.39 4.48e-10
8 Psychotic and bipolar disorder " 3.47" " 1.43" " 5.51" 1.04 8.69e-04
9 Only psychotic disorder " 1.72" "-0.11" " 3.55" 0.93 0.07
10 Only bipolar disorder " 0.59" "-0.69" " 1.88" 0.66 0.37
11 PTSD " 0.78" " 0.04" " 1.52" 0.38 0.04
12 ASD " 3.70" " 2.31" " 5.08" 0.71 1.73e-07
13 ADHD " 2.01" " 0.06" " 3.95" 0.99 0.04
14 Personality disorder " 0.67" "-0.34" " 1.69" 0.52 0.19
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5094 |
0.06 |
0.06 |
51.24 |
1.63e-61 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5094 0.06 0.06 51.24 1.63e-61 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
12.90 |
11.58 |
14.22 |
0.67 |
1.24e-78 |
| ocir.sum_score_retro |
0.77 |
0.75 |
0.79 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.15 |
-1.00 |
1.30 |
0.59 |
0.79 |
| Eating disorders |
-0.79 |
-3.92 |
2.34 |
1.60 |
0.62 |
| OCDs |
1.71 |
-0.41 |
3.83 |
1.08 |
0.11 |
| PTSD |
1.12 |
-1.24 |
3.48 |
1.20 |
0.35 |
| Depressive disorders |
-0.46 |
-1.21 |
0.30 |
0.39 |
0.24 |
| Bipolar disorders |
1.41 |
0.17 |
2.65 |
0.63 |
0.03 |
| Female |
0.14 |
-0.58 |
0.87 |
0.37 |
0.69 |
| Non-binary/Self-defined |
0.56 |
-1.40 |
2.51 |
1.00 |
0.58 |
| age_category_collapsed_reordered16-18 |
4.78 |
3.42 |
6.14 |
0.69 |
6.34e-12 |
| 19-25 years |
-0.18 |
-1.16 |
0.79 |
0.50 |
0.71 |
| 36-45 years |
-0.02 |
-0.91 |
0.86 |
0.45 |
0.96 |
| 46-55 years |
0.10 |
-0.73 |
0.92 |
0.42 |
0.82 |
| 56-65 years |
1.10 |
0.27 |
1.94 |
0.43 |
0.010 |
| 66-70 years |
1.05 |
-0.22 |
2.32 |
0.65 |
0.10 |
| 71-75 years |
0.83 |
-0.71 |
2.37 |
0.79 |
0.29 |
| 76+ years |
-1.03 |
-4.26 |
2.21 |
1.65 |
0.53 |
| Mixed or multiple ethnic origins |
1.45 |
-0.26 |
3.17 |
0.87 |
0.10 |
| Asian or Asian British |
3.38 |
0.81 |
5.95 |
1.31 |
0.010 |
| African or African British |
1.02 |
-3.11 |
5.15 |
2.11 |
0.63 |
| Other ethnicity |
0.19 |
-2.30 |
2.69 |
1.27 |
0.88 |
| Key worker |
-0.50 |
-1.05 |
0.05 |
0.28 |
0.07 |
| Time difference: Lockdown to baseline |
-1.40 |
-1.52 |
-1.28 |
0.06 |
1.25e-105 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "12.90" "11.58" "14.22" 0.67 1.24e-78
2 ocir.sum_score_retro " 0.77" " 0.75" " 0.79" 0.01 0.00e+00
3 Anxiety disorders " 0.15" "-1.00" " 1.30" 0.59 0.79
4 Eating disorders "-0.79" "-3.92" " 2.34" 1.60 0.62
5 OCDs " 1.71" "-0.41" " 3.83" 1.08 0.11
6 PTSD " 1.12" "-1.24" " 3.48" 1.20 0.35
7 Depressive disorders "-0.46" "-1.21" " 0.30" 0.39 0.24
8 Bipolar disorders " 1.41" " 0.17" " 2.65" 0.63 0.03
9 Female " 0.14" "-0.58" " 0.87" 0.37 0.69
10 Non-binary/Self-defined " 0.56" "-1.40" " 2.51" 1.00 0.58
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5094 |
0.06 |
0.06 |
51.24 |
1.63e-61 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5094 0.06 0.06 51.24 1.63e-61 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
12.78 |
11.50 |
14.06 |
0.65 |
8.31e-82 |
| ocir.sum_score_retro |
0.75 |
0.72 |
0.77 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
-1.21 |
-1.94 |
-0.48 |
0.37 |
0.001 |
| Only depressive disorder |
-1.02 |
-2.00 |
-0.03 |
0.50 |
0.04 |
| Only anxiety disorder |
-0.29 |
-1.29 |
0.72 |
0.51 |
0.57 |
| Eating disorders |
-0.05 |
-0.87 |
0.78 |
0.42 |
0.91 |
| OCDs |
2.11 |
1.38 |
2.84 |
0.37 |
1.56e-08 |
| Psychotic and bipolar disorder |
3.34 |
1.41 |
5.27 |
0.98 |
6.97e-04 |
| Only psychotic disorder |
1.23 |
-0.50 |
2.95 |
0.88 |
0.16 |
| Only bipolar disorder |
0.58 |
-0.65 |
1.81 |
0.63 |
0.35 |
| PTSD |
0.72 |
0.01 |
1.43 |
0.36 |
0.05 |
| ASD |
2.48 |
1.14 |
3.81 |
0.68 |
2.80e-04 |
| ADHD |
1.46 |
-0.37 |
3.29 |
0.93 |
0.12 |
| Personality disorder |
0.74 |
-0.22 |
1.70 |
0.49 |
0.13 |
| Female |
0.17 |
-0.55 |
0.88 |
0.37 |
0.65 |
| Non-binary/Self-defined |
-0.52 |
-2.47 |
1.43 |
0.99 |
0.60 |
| age_category_collapsed_reordered16-18 |
5.02 |
3.72 |
6.32 |
0.66 |
5.04e-14 |
| 19-25 years |
0.04 |
-0.92 |
1.00 |
0.49 |
0.93 |
| 36-45 years |
0.11 |
-0.77 |
0.98 |
0.45 |
0.81 |
| 46-55 years |
0.27 |
-0.55 |
1.08 |
0.42 |
0.52 |
| 56-65 years |
1.33 |
0.49 |
2.16 |
0.42 |
0.002 |
| 66-70 years |
1.55 |
0.29 |
2.81 |
0.64 |
0.02 |
| 71-75 years |
1.18 |
-0.35 |
2.71 |
0.78 |
0.13 |
| 76+ years |
-0.81 |
-3.98 |
2.36 |
1.62 |
0.62 |
| Mixed or multiple ethnic origins |
1.10 |
-0.60 |
2.79 |
0.86 |
0.20 |
| Asian or Asian British |
3.38 |
0.92 |
5.85 |
1.26 |
0.007 |
| African or African British |
1.35 |
-2.75 |
5.44 |
2.09 |
0.52 |
| Other ethnicity |
-0.05 |
-2.53 |
2.42 |
1.26 |
0.97 |
| Key worker |
-0.39 |
-0.94 |
0.15 |
0.28 |
0.16 |
| Time difference: Lockdown to baseline |
-1.35 |
-1.47 |
-1.23 |
0.06 |
7.16e-102 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "12.78" "11.50" "14.06" 0.65 8.31e-82
2 ocir.sum_score_retro " 0.75" " 0.72" " 0.77" 0.01 0.00e+00
3 Depressive and anxiety disorder "-1.21" "-1.94" "-0.48" 0.37 0.001
4 Only depressive disorder "-1.02" "-2.00" "-0.03" 0.50 0.04
5 Only anxiety disorder "-0.29" "-1.29" " 0.72" 0.51 0.57
6 Eating disorders "-0.05" "-0.87" " 0.78" 0.42 0.91
7 OCDs " 2.11" " 1.38" " 2.84" 0.37 1.56e-08
8 Psychotic and bipolar disorder " 3.34" " 1.41" " 5.27" 0.98 6.97e-04
9 Only psychotic disorder " 1.23" "-0.50" " 2.95" 0.88 0.16
10 Only bipolar disorder " 0.58" "-0.65" " 1.81" 0.63 0.35
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5094 |
0.06 |
0.06 |
51.24 |
1.63e-61 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5094 0.06 0.06 51.24 1.63e-61 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.38 |
-2.95 |
0.20 |
0.80 |
0.09 |
| ocir.sum_score_retro |
0.81 |
0.78 |
0.83 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-0.39 |
-1.94 |
1.15 |
0.79 |
0.62 |
| Eating disorders |
2.53 |
-0.68 |
5.75 |
1.64 |
0.12 |
| OCDs |
1.25 |
-1.27 |
3.78 |
1.29 |
0.33 |
| PTSD |
-0.42 |
-3.66 |
2.82 |
1.65 |
0.80 |
| Depressive disorders |
0.68 |
-0.33 |
1.70 |
0.52 |
0.19 |
| Bipolar disorders |
1.65 |
0.24 |
3.06 |
0.72 |
0.02 |
| Female |
-0.52 |
-1.27 |
0.23 |
0.38 |
0.17 |
| Non-binary/Self-defined |
-0.02 |
-1.97 |
1.93 |
0.99 |
0.98 |
| Age |
21.02 |
-19.75 |
61.79 |
20.79 |
0.31 |
| Age2 |
-30.35 |
-70.33 |
9.63 |
20.39 |
0.14 |
| Mixed or multiple ethnic origins |
2.54 |
0.77 |
4.31 |
0.90 |
0.005 |
| Asian or Asian British |
1.26 |
-2.28 |
4.80 |
1.80 |
0.48 |
| African or African British |
0.31 |
-4.87 |
5.49 |
2.64 |
0.91 |
| Other ethnicity |
1.49 |
-1.11 |
4.10 |
1.33 |
0.26 |
| Key worker |
-0.34 |
-0.91 |
0.23 |
0.29 |
0.24 |
| Time difference: Lockdown to baseline |
0.02 |
-0.13 |
0.17 |
0.08 |
0.80 |
# A tibble: 18 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -1.38" " -2.95" " 0.20" " 0.80" 0.09
2 ocir.sum_score_retro " 0.81" " 0.78" " 0.83" " 0.01" 0.00e+00
3 Anxiety disorders " -0.39" " -1.94" " 1.15" " 0.79" 0.62
4 Eating disorders " 2.53" " -0.68" " 5.75" " 1.64" 0.12
5 OCDs " 1.25" " -1.27" " 3.78" " 1.29" 0.33
6 PTSD " -0.42" " -3.66" " 2.82" " 1.65" 0.80
7 Depressive disorders " 0.68" " -0.33" " 1.70" " 0.52" 0.19
8 Bipolar disorders " 1.65" " 0.24" " 3.06" " 0.72" 0.02
9 Female " -0.52" " -1.27" " 0.23" " 0.38" 0.17
10 Non-binary/Self-defined " -0.02" " -1.97" " 1.93" " 0.99" 0.98
11 Age " 21.02" "-19.75" "61.79" "20.79" 0.31
12 Age^2 "-30.35" "-70.33" " 9.63" "20.39" 0.14
13 Mixed or multiple ethnic origins " 2.54" " 0.77" " 4.31" " 0.90" 0.005
14 Asian or Asian British " 1.26" " -2.28" " 4.80" " 1.80" 0.48
15 African or African British " 0.31" " -4.87" " 5.49" " 2.64" 0.91
16 Other ethnicity " 1.49" " -1.11" " 4.10" " 1.33" 0.26
17 Key worker " -0.34" " -0.91" " 0.23" " 0.29" 0.24
18 Time difference: Lockdown to baseline " 0.02" " -0.13" " 0.17" " 0.08" 0.80
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 2313 |
0.07 |
0.07 |
30.36 |
3.08e-35 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 2313 0.07 0.07 30.36 3.08e-35 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-1.12 |
-2.64 |
0.40 |
0.78 |
0.15 |
| ocir.sum_score_retro |
0.79 |
0.77 |
0.82 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.43 |
-0.51 |
1.38 |
0.48 |
0.37 |
| Only depressive disorder |
-0.40 |
-1.65 |
0.85 |
0.64 |
0.53 |
| Only anxiety disorder |
-0.63 |
-1.96 |
0.70 |
0.68 |
0.35 |
| Eating disorders |
0.63 |
-0.19 |
1.45 |
0.42 |
0.13 |
| OCDs |
1.22 |
0.48 |
1.96 |
0.38 |
0.001 |
| Psychotic and bipolar disorder |
1.77 |
-0.34 |
3.88 |
1.07 |
0.10 |
| Only psychotic disorder |
0.75 |
-0.94 |
2.45 |
0.86 |
0.38 |
| Only bipolar disorder |
0.50 |
-0.69 |
1.70 |
0.61 |
0.41 |
| PTSD |
-0.03 |
-0.75 |
0.70 |
0.37 |
0.94 |
| ASD |
1.36 |
-0.17 |
2.90 |
0.78 |
0.08 |
| ADHD |
1.63 |
-0.58 |
3.84 |
1.13 |
0.15 |
| Personality disorder |
-0.11 |
-1.06 |
0.84 |
0.49 |
0.82 |
| Female |
-0.57 |
-1.31 |
0.18 |
0.38 |
0.14 |
| Non-binary/Self-defined |
-0.45 |
-2.42 |
1.51 |
1.00 |
0.65 |
| Age |
33.75 |
-7.36 |
74.86 |
20.96 |
0.11 |
| Age2 |
-25.95 |
-65.80 |
13.90 |
20.32 |
0.20 |
| Mixed or multiple ethnic origins |
2.35 |
0.60 |
4.10 |
0.89 |
0.008 |
| Asian or Asian British |
0.66 |
-2.75 |
4.06 |
1.74 |
0.71 |
| African or African British |
0.66 |
-4.50 |
5.81 |
2.63 |
0.80 |
| Other ethnicity |
1.48 |
-1.11 |
4.07 |
1.32 |
0.26 |
| Key worker |
-0.21 |
-0.78 |
0.36 |
0.29 |
0.47 |
| Time difference: Lockdown to baseline |
0.02 |
-0.13 |
0.17 |
0.07 |
0.79 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -1.12" " -2.64" " 0.40" " 0.78" 0.15
2 ocir.sum_score_retro " 0.79" " 0.77" " 0.82" " 0.01" 0.00e+00
3 Depressive and anxiety disorder " 0.43" " -0.51" " 1.38" " 0.48" 0.37
4 Only depressive disorder " -0.40" " -1.65" " 0.85" " 0.64" 0.53
5 Only anxiety disorder " -0.63" " -1.96" " 0.70" " 0.68" 0.35
6 Eating disorders " 0.63" " -0.19" " 1.45" " 0.42" 0.13
7 OCDs " 1.22" " 0.48" " 1.96" " 0.38" 0.001
8 Psychotic and bipolar disorder " 1.77" " -0.34" " 3.88" " 1.07" 0.10
9 Only psychotic disorder " 0.75" " -0.94" " 2.45" " 0.86" 0.38
10 Only bipolar disorder " 0.50" " -0.69" " 1.70" " 0.61" 0.41
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 2313 |
0.07 |
0.07 |
30.36 |
3.08e-35 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 2313 0.07 0.07 30.36 3.08e-35 6
OCIR retro
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-2.83 |
-6.91 |
1.24 |
2.08 |
0.17 |
| Anxiety disorders |
-2.22 |
-6.61 |
2.17 |
2.24 |
0.32 |
| Eating disorders |
-2.17 |
-8.88 |
4.55 |
3.42 |
0.53 |
| OCDs |
-3.29 |
-8.28 |
1.70 |
2.55 |
0.20 |
| PTSD |
-5.17 |
-11.06 |
0.73 |
3.01 |
0.09 |
| Depressive disorders |
-2.57 |
-6.66 |
1.52 |
2.09 |
0.22 |
| Bipolar disorders |
-2.70 |
-6.95 |
1.54 |
2.16 |
0.21 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept -2.83 " -6.91" 1.24 2.08 0.17
2 Anxiety disorders -2.22 " -6.61" 2.17 2.24 0.32
3 Eating disorders -2.17 " -8.88" 4.55 3.42 0.53
4 OCDs -3.29 " -8.28" 1.70 2.55 0.20
5 PTSD -5.17 "-11.06" 0.73 3.01 0.09
6 Depressive disorders -2.57 " -6.66" 1.52 2.09 0.22
7 Bipolar disorders -2.70 " -6.95" 1.54 2.16 0.21
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1746 |
0.00 |
0.00 |
0.58 |
0.75 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1746 0.00 0.00 0.58 0.75 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-3.69 |
-6.52 |
-0.87 |
1.44 |
0.01 |
| Depressive and anxiety disorder |
-1.42 |
-4.27 |
1.44 |
1.46 |
0.33 |
| Only depressive disorder |
-1.99 |
-5.10 |
1.12 |
1.59 |
0.21 |
| Only anxiety disorder |
-2.05 |
-5.16 |
1.07 |
1.59 |
0.20 |
| Eating disorders |
0.14 |
-0.85 |
1.12 |
0.50 |
0.79 |
| OCDs |
-0.26 |
-1.11 |
0.58 |
0.43 |
0.54 |
| Psychotic and bipolar disorder |
0.76 |
-1.82 |
3.33 |
1.31 |
0.56 |
| Only psychotic disorder |
-0.04 |
-2.04 |
1.96 |
1.02 |
0.97 |
| Only bipolar disorder |
-0.26 |
-1.65 |
1.13 |
0.71 |
0.71 |
| PTSD |
-0.48 |
-1.31 |
0.36 |
0.43 |
0.26 |
| ASD |
-0.16 |
-1.97 |
1.65 |
0.92 |
0.86 |
| ADHD |
1.24 |
-1.46 |
3.93 |
1.37 |
0.37 |
| Personality disorder |
-0.75 |
-1.86 |
0.36 |
0.57 |
0.18 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-3.69" -6.52 "-0.87" 1.44 0.01
2 Depressive and anxiety disorder "-1.42" -4.27 " 1.44" 1.46 0.33
3 Only depressive disorder "-1.99" -5.10 " 1.12" 1.59 0.21
4 Only anxiety disorder "-2.05" -5.16 " 1.07" 1.59 0.20
5 Eating disorders " 0.14" -0.85 " 1.12" 0.50 0.79
6 OCDs "-0.26" -1.11 " 0.58" 0.43 0.54
7 Psychotic and bipolar disorder " 0.76" -1.82 " 3.33" 1.31 0.56
8 Only psychotic disorder "-0.04" -2.04 " 1.96" 1.02 0.97
9 Only bipolar disorder "-0.26" -1.65 " 1.13" 0.71 0.71
10 PTSD "-0.48" -1.31 " 0.36" 0.43 0.26
11 ASD "-0.16" -1.97 " 1.65" 0.92 0.86
12 ADHD " 1.24" -1.46 " 3.93" 1.37 0.37
13 Personality disorder "-0.75" -1.86 " 0.36" 0.57 0.18
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1746 |
0.00 |
0.00 |
0.58 |
0.75 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1746 0.00 0.00 0.58 0.75 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-3.18 |
-7.64 |
1.29 |
2.28 |
0.16 |
| Anxiety disorders |
-2.23 |
-6.61 |
2.15 |
2.23 |
0.32 |
| Eating disorders |
-2.00 |
-8.71 |
4.71 |
3.42 |
0.56 |
| OCDs |
-3.21 |
-8.19 |
1.76 |
2.54 |
0.21 |
| PTSD |
-5.21 |
-11.11 |
0.70 |
3.01 |
0.08 |
| Depressive disorders |
-2.76 |
-6.86 |
1.35 |
2.09 |
0.19 |
| Bipolar disorders |
-3.11 |
-7.36 |
1.14 |
2.17 |
0.15 |
| Female |
-0.78 |
-1.77 |
0.22 |
0.51 |
0.13 |
| Non-binary/Self-defined |
-0.68 |
-3.02 |
1.67 |
1.19 |
0.57 |
| age_category_collapsed_reordered16-18 |
0.28 |
-2.20 |
2.76 |
1.26 |
0.82 |
| 19-25 years |
-0.43 |
-1.59 |
0.73 |
0.59 |
0.47 |
| 36-45 years |
1.27 |
0.24 |
2.30 |
0.53 |
0.02 |
| 46-55 years |
0.97 |
-0.04 |
1.97 |
0.51 |
0.06 |
| 56-65 years |
1.05 |
-0.10 |
2.19 |
0.59 |
0.07 |
| 66-70 years |
2.35 |
0.05 |
4.65 |
1.17 |
0.04 |
| 71-75 years |
3.01 |
-0.30 |
6.33 |
1.69 |
0.08 |
| 76+ years |
0.63 |
-7.52 |
8.78 |
4.16 |
0.88 |
| Mixed or multiple ethnic origins |
2.51 |
0.35 |
4.66 |
1.10 |
0.02 |
| Asian or Asian British |
-1.11 |
-5.82 |
3.59 |
2.40 |
0.64 |
| African or African British |
-0.56 |
-6.87 |
5.75 |
3.22 |
0.86 |
| Other ethnicity |
1.49 |
-1.41 |
4.39 |
1.48 |
0.31 |
| Time difference: Lockdown to baseline |
0.07 |
-0.14 |
0.27 |
0.11 |
0.54 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-3.18" " -7.64" 1.29 2.28 0.16
2 Anxiety disorders "-2.23" " -6.61" 2.15 2.23 0.32
3 Eating disorders "-2.00" " -8.71" 4.71 3.42 0.56
4 OCDs "-3.21" " -8.19" 1.76 2.54 0.21
5 PTSD "-5.21" "-11.11" 0.70 3.01 0.08
6 Depressive disorders "-2.76" " -6.86" 1.35 2.09 0.19
7 Bipolar disorders "-3.11" " -7.36" 1.14 2.17 0.15
8 Female "-0.78" " -1.77" 0.22 0.51 0.13
9 Non-binary/Self-defined "-0.68" " -3.02" 1.67 1.19 0.57
10 age_category_collapsed_reordered16-18 " 0.28" " -2.20" 2.76 1.26 0.82
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1746 |
0.00 |
0.00 |
0.58 |
0.75 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1746 0.00 0.00 0.58 0.75 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-4.07 |
-7.52 |
-0.62 |
1.76 |
0.02 |
| Depressive and anxiety disorder |
-1.64 |
-4.57 |
1.28 |
1.49 |
0.27 |
| Only depressive disorder |
-2.51 |
-5.69 |
0.66 |
1.62 |
0.12 |
| Only anxiety disorder |
-2.13 |
-5.29 |
1.03 |
1.61 |
0.19 |
| Eating disorders |
0.38 |
-0.61 |
1.37 |
0.51 |
0.45 |
| OCDs |
-0.16 |
-1.00 |
0.69 |
0.43 |
0.72 |
| Psychotic and bipolar disorder |
0.36 |
-2.21 |
2.94 |
1.31 |
0.78 |
| Only psychotic disorder |
-0.37 |
-2.38 |
1.63 |
1.02 |
0.71 |
| Only bipolar disorder |
-0.32 |
-1.73 |
1.08 |
0.72 |
0.65 |
| PTSD |
-0.46 |
-1.31 |
0.39 |
0.43 |
0.29 |
| ASD |
-0.06 |
-1.88 |
1.76 |
0.93 |
0.95 |
| ADHD |
1.36 |
-1.35 |
4.07 |
1.38 |
0.33 |
| Personality disorder |
-0.74 |
-1.85 |
0.38 |
0.57 |
0.19 |
| Female |
-0.77 |
-1.77 |
0.23 |
0.51 |
0.13 |
| Non-binary/Self-defined |
-0.83 |
-3.22 |
1.56 |
1.22 |
0.49 |
| age_category_collapsed_reordered16-18 |
0.50 |
-1.95 |
2.95 |
1.25 |
0.69 |
| 19-25 years |
-0.49 |
-1.65 |
0.68 |
0.59 |
0.41 |
| 36-45 years |
1.25 |
0.22 |
2.29 |
0.53 |
0.02 |
| 46-55 years |
0.96 |
-0.06 |
1.97 |
0.52 |
0.07 |
| 56-65 years |
1.09 |
-0.07 |
2.25 |
0.59 |
0.07 |
| 66-70 years |
2.31 |
0.02 |
4.61 |
1.17 |
0.05 |
| 71-75 years |
2.89 |
-0.36 |
6.15 |
1.66 |
0.08 |
| 76+ years |
0.91 |
-7.26 |
9.09 |
4.17 |
0.83 |
| Mixed or multiple ethnic origins |
2.46 |
0.28 |
4.64 |
1.11 |
0.03 |
| Asian or Asian British |
-1.13 |
-5.84 |
3.58 |
2.40 |
0.64 |
| African or African British |
-0.61 |
-6.92 |
5.69 |
3.21 |
0.85 |
| Other ethnicity |
1.78 |
-1.18 |
4.74 |
1.51 |
0.24 |
| Key worker |
0.11 |
-0.60 |
0.83 |
0.37 |
0.75 |
| Time difference: Lockdown to baseline |
0.07 |
-0.14 |
0.27 |
0.11 |
0.54 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-4.07" -7.52 "-0.62" 1.76 0.02
2 Depressive and anxiety disorder "-1.64" -4.57 " 1.28" 1.49 0.27
3 Only depressive disorder "-2.51" -5.69 " 0.66" 1.62 0.12
4 Only anxiety disorder "-2.13" -5.29 " 1.03" 1.61 0.19
5 Eating disorders " 0.38" -0.61 " 1.37" 0.51 0.45
6 OCDs "-0.16" -1.00 " 0.69" 0.43 0.72
7 Psychotic and bipolar disorder " 0.36" -2.21 " 2.94" 1.31 0.78
8 Only psychotic disorder "-0.37" -2.38 " 1.63" 1.02 0.71
9 Only bipolar disorder "-0.32" -1.73 " 1.08" 0.72 0.65
10 PTSD "-0.46" -1.31 " 0.39" 0.43 0.29
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1746 |
0.00 |
0.00 |
0.58 |
0.75 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1746 0.00 0.00 0.58 0.75 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
1.61 |
-2.24 |
5.46 |
1.96 |
0.41 |
| ocir.sum_score_retro |
0.80 |
0.78 |
0.83 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-3.75 |
-7.86 |
0.35 |
2.09 |
0.07 |
| Eating disorders |
-2.66 |
-8.93 |
3.62 |
3.20 |
0.41 |
| OCDs |
-1.97 |
-6.64 |
2.69 |
2.38 |
0.41 |
| PTSD |
-4.33 |
-9.84 |
1.18 |
2.81 |
0.12 |
| Depressive disorders |
-2.63 |
-6.45 |
1.20 |
1.95 |
0.18 |
| Bipolar disorders |
-1.69 |
-5.66 |
2.27 |
2.02 |
0.40 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 1.61" "-2.24" 5.46 1.96 0.41
2 ocir.sum_score_retro " 0.80" " 0.78" 0.83 0.01 0.00e+00
3 Anxiety disorders "-3.75" "-7.86" 0.35 2.09 0.07
4 Eating disorders "-2.66" "-8.93" 3.62 3.20 0.41
5 OCDs "-1.97" "-6.64" 2.69 2.38 0.41
6 PTSD "-4.33" "-9.84" 1.18 2.81 0.12
7 Depressive disorders "-2.63" "-6.45" 1.20 1.95 0.18
8 Bipolar disorders "-1.69" "-5.66" 2.27 2.02 0.40
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1746 |
0.71 |
0.71 |
615.64 |
0.00e+00 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1746 0.71 0.71 615.64 0.00e+00 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
1.14 |
-1.55 |
3.83 |
1.37 |
0.41 |
| ocir.sum_score_retro |
0.78 |
0.76 |
0.81 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
-2.11 |
-4.77 |
0.55 |
1.35 |
0.12 |
| Only depressive disorder |
-3.03 |
-5.93 |
-0.14 |
1.48 |
0.04 |
| Only anxiety disorder |
-3.28 |
-6.18 |
-0.39 |
1.48 |
0.03 |
| Eating disorders |
0.29 |
-0.63 |
1.21 |
0.47 |
0.53 |
| OCDs |
1.45 |
0.63 |
2.26 |
0.41 |
5.00e-04 |
| Psychotic and bipolar disorder |
1.84 |
-0.56 |
4.24 |
1.22 |
0.13 |
| Only psychotic disorder |
0.37 |
-1.49 |
2.23 |
0.95 |
0.70 |
| Only bipolar disorder |
0.39 |
-0.91 |
1.68 |
0.66 |
0.56 |
| PTSD |
0.06 |
-0.72 |
0.84 |
0.40 |
0.87 |
| ASD |
1.15 |
-0.54 |
2.84 |
0.86 |
0.18 |
| ADHD |
1.06 |
-1.45 |
3.57 |
1.28 |
0.41 |
| Personality disorder |
0.25 |
-0.78 |
1.29 |
0.53 |
0.63 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 1.14" "-1.55" " 3.83" 1.37 0.41
2 ocir.sum_score_retro " 0.78" " 0.76" " 0.81" 0.01 0.00e+00
3 Depressive and anxiety disorder "-2.11" "-4.77" " 0.55" 1.35 0.12
4 Only depressive disorder "-3.03" "-5.93" "-0.14" 1.48 0.04
5 Only anxiety disorder "-3.28" "-6.18" "-0.39" 1.48 0.03
6 Eating disorders " 0.29" "-0.63" " 1.21" 0.47 0.53
7 OCDs " 1.45" " 0.63" " 2.26" 0.41 5.00e-04
8 Psychotic and bipolar disorder " 1.84" "-0.56" " 4.24" 1.22 0.13
9 Only psychotic disorder " 0.37" "-1.49" " 2.23" 0.95 0.70
10 Only bipolar disorder " 0.39" "-0.91" " 1.68" 0.66 0.56
11 PTSD " 0.06" "-0.72" " 0.84" 0.40 0.87
12 ASD " 1.15" "-0.54" " 2.84" 0.86 0.18
13 ADHD " 1.06" "-1.45" " 3.57" 1.28 0.41
14 Personality disorder " 0.25" "-0.78" " 1.29" 0.53 0.63
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1750 |
0.03 |
0.03 |
9.60 |
2.04e-10 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1750 0.03 0.03 9.60 2.04e-10 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
1.67 |
-2.72 |
6.06 |
2.24 |
0.45 |
| ocir.sum_score_retro |
0.80 |
0.78 |
0.83 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-4.58 |
-8.83 |
-0.32 |
2.17 |
0.04 |
| Eating disorders |
-3.19 |
-9.57 |
3.19 |
3.25 |
0.33 |
| OCDs |
-2.77 |
-7.56 |
2.02 |
2.44 |
0.26 |
| PTSD |
-5.05 |
-10.68 |
0.59 |
2.87 |
0.08 |
| Depressive disorders |
-3.55 |
-7.56 |
0.46 |
2.04 |
0.08 |
| Bipolar disorders |
-2.64 |
-6.79 |
1.50 |
2.11 |
0.21 |
| Female |
-0.61 |
-1.54 |
0.33 |
0.48 |
0.20 |
| Non-binary/Self-defined |
-0.10 |
-2.30 |
2.09 |
1.12 |
0.93 |
| age_category_collapsed_reordered16-18 |
0.86 |
-1.46 |
3.18 |
1.18 |
0.47 |
| 19-25 years |
-0.21 |
-1.30 |
0.88 |
0.56 |
0.71 |
| 36-45 years |
0.86 |
-0.11 |
1.83 |
0.49 |
0.08 |
| 46-55 years |
0.89 |
-0.06 |
1.84 |
0.48 |
0.06 |
| 56-65 years |
0.55 |
-0.53 |
1.62 |
0.55 |
0.32 |
| 66-70 years |
1.32 |
-0.85 |
3.49 |
1.11 |
0.23 |
| 71-75 years |
0.86 |
-2.26 |
3.98 |
1.59 |
0.59 |
| 76+ years |
1.19 |
-6.42 |
8.80 |
3.88 |
0.76 |
| Mixed or multiple ethnic origins |
2.17 |
0.11 |
4.24 |
1.05 |
0.04 |
| Asian or Asian British |
1.63 |
-2.78 |
6.04 |
2.25 |
0.47 |
| African or African British |
0.82 |
-5.08 |
6.72 |
3.01 |
0.78 |
| Other ethnicity |
1.83 |
-0.93 |
4.60 |
1.41 |
0.19 |
| Key worker |
-0.39 |
-1.06 |
0.27 |
0.34 |
0.25 |
| Time difference: Lockdown to baseline |
0.13 |
-0.06 |
0.33 |
0.10 |
0.17 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 1.67" " -2.72" " 6.06" 2.24 0.45
2 ocir.sum_score_retro " 0.80" " 0.78" " 0.83" 0.01 0.00e+00
3 Anxiety disorders "-4.58" " -8.83" "-0.32" 2.17 0.04
4 Eating disorders "-3.19" " -9.57" " 3.19" 3.25 0.33
5 OCDs "-2.77" " -7.56" " 2.02" 2.44 0.26
6 PTSD "-5.05" "-10.68" " 0.59" 2.87 0.08
7 Depressive disorders "-3.55" " -7.56" " 0.46" 2.04 0.08
8 Bipolar disorders "-2.64" " -6.79" " 1.50" 2.11 0.21
9 Female "-0.61" " -1.54" " 0.33" 0.48 0.20
10 Non-binary/Self-defined "-0.10" " -2.30" " 2.09" 1.12 0.93
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1750 |
0.03 |
0.03 |
9.60 |
2.04e-10 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1750 0.03 0.03 9.60 2.04e-10 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
0.34 |
-2.91 |
3.60 |
1.66 |
0.84 |
| ocir.sum_score_retro |
0.78 |
0.76 |
0.81 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
-2.31 |
-5.03 |
0.41 |
1.39 |
0.10 |
| Only depressive disorder |
-3.37 |
-6.32 |
-0.41 |
1.51 |
0.03 |
| Only anxiety disorder |
-3.39 |
-6.33 |
-0.44 |
1.50 |
0.02 |
| Eating disorders |
0.48 |
-0.45 |
1.40 |
0.47 |
0.31 |
| OCDs |
1.52 |
0.70 |
2.33 |
0.42 |
2.77e-04 |
| Psychotic and bipolar disorder |
1.50 |
-0.90 |
3.90 |
1.22 |
0.22 |
| Only psychotic disorder |
0.06 |
-1.80 |
1.93 |
0.95 |
0.95 |
| Only bipolar disorder |
0.36 |
-0.95 |
1.67 |
0.67 |
0.59 |
| PTSD |
0.05 |
-0.75 |
0.84 |
0.40 |
0.91 |
| ASD |
1.08 |
-0.63 |
2.78 |
0.87 |
0.22 |
| ADHD |
1.05 |
-1.47 |
3.58 |
1.29 |
0.41 |
| Personality disorder |
0.21 |
-0.83 |
1.25 |
0.53 |
0.70 |
| Female |
-0.72 |
-1.65 |
0.21 |
0.48 |
0.13 |
| Non-binary/Self-defined |
-0.41 |
-2.63 |
1.81 |
1.13 |
0.72 |
| age_category_collapsed_reordered16-18 |
1.14 |
-1.14 |
3.42 |
1.16 |
0.33 |
| 19-25 years |
-0.16 |
-1.25 |
0.92 |
0.55 |
0.77 |
| 36-45 years |
0.91 |
-0.06 |
1.87 |
0.49 |
0.07 |
| 46-55 years |
1.03 |
0.09 |
1.98 |
0.48 |
0.03 |
| 56-65 years |
0.74 |
-0.34 |
1.82 |
0.55 |
0.18 |
| 66-70 years |
1.61 |
-0.53 |
3.74 |
1.09 |
0.14 |
| 71-75 years |
1.46 |
-1.57 |
4.50 |
1.55 |
0.34 |
| 76+ years |
0.82 |
-6.79 |
8.43 |
3.88 |
0.83 |
| Mixed or multiple ethnic origins |
1.94 |
-0.09 |
3.97 |
1.04 |
0.06 |
| Asian or Asian British |
1.47 |
-2.93 |
5.87 |
2.24 |
0.51 |
| African or African British |
1.25 |
-4.63 |
7.12 |
2.99 |
0.68 |
| Other ethnicity |
1.75 |
-1.01 |
4.51 |
1.41 |
0.21 |
| Key worker |
-0.24 |
-0.91 |
0.43 |
0.34 |
0.48 |
| Time difference: Lockdown to baseline |
0.14 |
-0.05 |
0.34 |
0.10 |
0.14 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 0.34" "-2.91" " 3.60" 1.66 0.84
2 ocir.sum_score_retro " 0.78" " 0.76" " 0.81" 0.01 0.00e+00
3 Depressive and anxiety disorder "-2.31" "-5.03" " 0.41" 1.39 0.10
4 Only depressive disorder "-3.37" "-6.32" "-0.41" 1.51 0.03
5 Only anxiety disorder "-3.39" "-6.33" "-0.44" 1.50 0.02
6 Eating disorders " 0.48" "-0.45" " 1.40" 0.47 0.31
7 OCDs " 1.52" " 0.70" " 2.33" 0.42 2.77e-04
8 Psychotic and bipolar disorder " 1.50" "-0.90" " 3.90" 1.22 0.22
9 Only psychotic disorder " 0.06" "-1.80" " 1.93" 0.95 0.95
10 Only bipolar disorder " 0.36" "-0.95" " 1.67" 0.67 0.59
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1750 |
0.03 |
0.03 |
9.60 |
2.04e-10 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1750 0.03 0.03 9.60 2.04e-10 6
PCL baseline, not controlling for prior symptoms
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
8.44 |
8.35 |
8.54 |
0.05 |
0.00e+00 |
| Anxiety disorders |
3.42 |
3.16 |
3.67 |
0.13 |
3.65e-153 |
| Eating disorders |
3.66 |
2.85 |
4.46 |
0.41 |
6.61e-19 |
| OCDs |
5.54 |
4.88 |
6.20 |
0.34 |
1.20e-60 |
| PTSD |
6.20 |
5.54 |
6.86 |
0.34 |
1.99e-75 |
| Depressive disorders |
6.48 |
6.36 |
6.60 |
0.06 |
0.00e+00 |
| Bipolar disorders |
8.99 |
8.67 |
9.31 |
0.16 |
0.00e+00 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 8.44 8.35 8.54 0.05 0.00e+00
2 Anxiety disorders 3.42 3.16 3.67 0.13 3.65e-153
3 Eating disorders 3.66 2.85 4.46 0.41 6.61e-19
4 OCDs 5.54 4.88 6.20 0.34 1.20e-60
5 PTSD 6.20 5.54 6.86 0.34 1.99e-75
6 Depressive disorders 6.48 6.36 6.60 0.06 0.00e+00
7 Bipolar disorders 8.99 8.67 9.31 0.16 0.00e+00
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31227 0.28 0.28 1988.78 0.00e+00 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
8.65 |
8.57 |
8.74 |
0.04 |
0.00e+00 |
| Depressive and anxiety disorder |
6.11 |
5.98 |
6.24 |
0.07 |
0.00e+00 |
| Only depressive disorder |
2.78 |
2.61 |
2.95 |
0.09 |
1.85e-216 |
| Only anxiety disorder |
3.28 |
3.06 |
3.50 |
0.11 |
6.19e-185 |
| Eating disorders |
1.34 |
1.11 |
1.57 |
0.12 |
5.16e-30 |
| OCDs |
1.74 |
1.52 |
1.97 |
0.11 |
1.82e-53 |
| Psychotic and bipolar disorder |
1.21 |
0.59 |
1.84 |
0.32 |
1.50e-04 |
| Only psychotic disorder |
0.72 |
0.19 |
1.26 |
0.27 |
0.008 |
| Only bipolar disorder |
1.16 |
0.82 |
1.50 |
0.17 |
1.61e-11 |
| PTSD |
2.86 |
2.65 |
3.06 |
0.10 |
7.16e-163 |
| ASD |
1.99 |
1.59 |
2.39 |
0.20 |
2.03e-22 |
| ADHD |
1.21 |
0.67 |
1.74 |
0.27 |
9.18e-06 |
| Personality disorder |
2.82 |
2.52 |
3.11 |
0.15 |
4.00e-78 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept 8.65 8.57 8.74 0.04 0.00e+00
2 Depressive and anxiety disorder 6.11 5.98 6.24 0.07 0.00e+00
3 Only depressive disorder 2.78 2.61 2.95 0.09 1.85e-216
4 Only anxiety disorder 3.28 3.06 3.50 0.11 6.19e-185
5 Eating disorders 1.34 1.11 1.57 0.12 5.16e-30
6 OCDs 1.74 1.52 1.97 0.11 1.82e-53
7 Psychotic and bipolar disorder 1.21 0.59 1.84 0.32 1.50e-04
8 Only psychotic disorder 0.72 0.19 1.26 0.27 0.008
9 Only bipolar disorder 1.16 0.82 1.50 0.17 1.61e-11
10 PTSD 2.86 2.65 3.06 0.10 7.16e-163
11 ASD 1.99 1.59 2.39 0.20 2.03e-22
12 ADHD 1.21 0.67 1.74 0.27 9.18e-06
13 Personality disorder 2.82 2.52 3.11 0.15 4.00e-78
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31227 0.28 0.28 1988.78 0.00e+00 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
9.91 |
9.62 |
10.20 |
0.15 |
0.00e+00 |
| Anxiety disorders |
2.40 |
2.13 |
2.66 |
0.13 |
4.80e-72 |
| Eating disorders |
2.19 |
1.38 |
3.00 |
0.41 |
1.05e-07 |
| OCDs |
3.33 |
2.67 |
3.99 |
0.34 |
5.90e-23 |
| PTSD |
5.30 |
4.63 |
5.97 |
0.34 |
4.83e-54 |
| Depressive disorders |
5.42 |
5.28 |
5.55 |
0.07 |
0.00e+00 |
| Bipolar disorders |
7.78 |
7.47 |
8.10 |
0.16 |
0.00e+00 |
| Female |
0.77 |
0.63 |
0.91 |
0.07 |
8.71e-27 |
| Non-binary/Self-defined |
2.27 |
1.70 |
2.83 |
0.29 |
3.65e-15 |
| age_category_collapsed_reordered16-18 |
3.65 |
3.28 |
4.03 |
0.19 |
2.14e-80 |
| 19-25 years |
1.86 |
1.61 |
2.12 |
0.13 |
3.66e-45 |
| 36-45 years |
-0.77 |
-0.99 |
-0.55 |
0.11 |
3.10e-12 |
| 46-55 years |
-1.25 |
-1.45 |
-1.05 |
0.10 |
1.02e-34 |
| 56-65 years |
-2.18 |
-2.38 |
-1.99 |
0.10 |
1.23e-102 |
| 66-70 years |
-2.90 |
-3.15 |
-2.65 |
0.13 |
9.68e-112 |
| 71-75 years |
-3.05 |
-3.34 |
-2.76 |
0.15 |
1.57e-93 |
| 76+ years |
-2.87 |
-3.32 |
-2.43 |
0.23 |
3.77e-37 |
| Mixed or multiple ethnic origins |
0.56 |
0.11 |
1.01 |
0.23 |
0.02 |
| Asian or Asian British |
0.32 |
-0.23 |
0.87 |
0.28 |
0.25 |
| African or African British |
0.83 |
-0.09 |
1.76 |
0.47 |
0.08 |
| Other ethnicity |
0.99 |
0.16 |
1.82 |
0.42 |
0.02 |
| Time difference: Lockdown to baseline |
-0.01 |
-0.04 |
0.02 |
0.02 |
0.35 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 9.91" " 9.62" "10.20" 0.15 0.00e+00
2 Anxiety disorders " 2.40" " 2.13" " 2.66" 0.13 4.80e-72
3 Eating disorders " 2.19" " 1.38" " 3.00" 0.41 1.05e-07
4 OCDs " 3.33" " 2.67" " 3.99" 0.34 5.90e-23
5 PTSD " 5.30" " 4.63" " 5.97" 0.34 4.83e-54
6 Depressive disorders " 5.42" " 5.28" " 5.55" 0.07 0.00e+00
7 Bipolar disorders " 7.78" " 7.47" " 8.10" 0.16 0.00e+00
8 Female " 0.77" " 0.63" " 0.91" 0.07 8.71e-27
9 Non-binary/Self-defined " 2.27" " 1.70" " 2.83" 0.29 3.65e-15
10 age_category_collapsed_reordered16-18 " 3.65" " 3.28" " 4.03" 0.19 2.14e-80
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31227 0.28 0.28 1988.78 0.00e+00 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
9.95 |
9.67 |
10.23 |
0.14 |
0.00e+00 |
| Depressive and anxiety disorder |
5.23 |
5.08 |
5.37 |
0.07 |
0.00e+00 |
| Only depressive disorder |
2.64 |
2.46 |
2.82 |
0.09 |
1.59e-177 |
| Only anxiety disorder |
2.44 |
2.21 |
2.67 |
0.12 |
1.98e-95 |
| Eating disorders |
0.86 |
0.63 |
1.09 |
0.12 |
1.80e-13 |
| OCDs |
1.30 |
1.08 |
1.53 |
0.11 |
6.65e-31 |
| Psychotic and bipolar disorder |
1.44 |
0.82 |
2.06 |
0.32 |
5.13e-06 |
| Only psychotic disorder |
0.77 |
0.24 |
1.30 |
0.27 |
0.005 |
| Only bipolar disorder |
1.25 |
0.92 |
1.59 |
0.17 |
2.66e-13 |
| PTSD |
2.86 |
2.66 |
3.07 |
0.10 |
4.95e-163 |
| ASD |
1.07 |
0.67 |
1.47 |
0.21 |
1.77e-07 |
| ADHD |
0.60 |
0.07 |
1.14 |
0.27 |
0.03 |
| Personality disorder |
2.54 |
2.24 |
2.83 |
0.15 |
4.57e-64 |
| Female |
0.69 |
0.56 |
0.82 |
0.07 |
4.36e-24 |
| Non-binary/Self-defined |
1.20 |
0.67 |
1.73 |
0.27 |
1.05e-05 |
| age_category_collapsed_reordered16-18 |
3.78 |
3.43 |
4.13 |
0.18 |
5.85e-99 |
| 19-25 years |
1.73 |
1.49 |
1.98 |
0.12 |
1.15e-43 |
| 36-45 years |
-0.58 |
-0.79 |
-0.38 |
0.10 |
2.66e-08 |
| 46-55 years |
-0.86 |
-1.05 |
-0.67 |
0.10 |
9.23e-19 |
| 56-65 years |
-1.63 |
-1.82 |
-1.44 |
0.10 |
3.43e-62 |
| 66-70 years |
-2.37 |
-2.62 |
-2.12 |
0.13 |
9.67e-79 |
| 71-75 years |
-2.53 |
-2.81 |
-2.25 |
0.14 |
5.98e-69 |
| 76+ years |
-2.39 |
-2.81 |
-1.97 |
0.21 |
7.93e-29 |
| Mixed or multiple ethnic origins |
0.52 |
0.10 |
0.95 |
0.22 |
0.02 |
| Asian or Asian British |
0.77 |
0.26 |
1.28 |
0.26 |
0.003 |
| African or African British |
0.93 |
0.06 |
1.80 |
0.44 |
0.04 |
| Other ethnicity |
0.63 |
-0.15 |
1.41 |
0.40 |
0.11 |
| Key worker |
-0.54 |
-0.67 |
-0.42 |
0.06 |
5.68e-18 |
| Time difference: Lockdown to baseline |
-0.03 |
-0.05 |
0.00 |
0.01 |
0.07 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 9.95" " 9.67" "10.23" 0.14 0.00e+00
2 Depressive and anxiety disorder " 5.23" " 5.08" " 5.37" 0.07 0.00e+00
3 Only depressive disorder " 2.64" " 2.46" " 2.82" 0.09 1.59e-177
4 Only anxiety disorder " 2.44" " 2.21" " 2.67" 0.12 1.98e-95
5 Eating disorders " 0.86" " 0.63" " 1.09" 0.12 1.80e-13
6 OCDs " 1.30" " 1.08" " 1.53" 0.11 6.65e-31
7 Psychotic and bipolar disorder " 1.44" " 0.82" " 2.06" 0.32 5.13e-06
8 Only psychotic disorder " 0.77" " 0.24" " 1.30" 0.27 0.005
9 Only bipolar disorder " 1.25" " 0.92" " 1.59" 0.17 2.66e-13
10 PTSD " 2.86" " 2.66" " 3.07" 0.10 4.95e-163
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31227 0.28 0.28 1988.78 0.00e+00 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
7.37 |
7.05 |
7.70 |
0.17 |
0.00e+00 |
| Anxiety disorders |
2.43 |
2.11 |
2.76 |
0.16 |
1.39e-49 |
| Eating disorders |
2.39 |
1.41 |
3.37 |
0.50 |
1.89e-06 |
| OCDs |
3.88 |
3.03 |
4.73 |
0.43 |
4.63e-19 |
| PTSD |
5.62 |
4.69 |
6.55 |
0.47 |
1.66e-32 |
| Depressive disorders |
5.83 |
5.67 |
5.99 |
0.08 |
0.00e+00 |
| Bipolar disorders |
8.10 |
7.74 |
8.47 |
0.18 |
0.00e+00 |
| Female |
0.54 |
0.38 |
0.69 |
0.08 |
3.21e-11 |
| Non-binary/Self-defined |
2.04 |
1.40 |
2.67 |
0.32 |
3.68e-10 |
| Age |
-229.09 |
-240.82 |
-217.36 |
5.98 |
2.96e-310 |
| Age2 |
36.72 |
26.13 |
47.31 |
5.40 |
1.10e-11 |
| Mixed or multiple ethnic origins |
0.57 |
0.05 |
1.10 |
0.27 |
0.03 |
| Asian or Asian British |
0.67 |
-0.02 |
1.37 |
0.35 |
0.06 |
| African or African British |
1.16 |
0.07 |
2.25 |
0.56 |
0.04 |
| Other ethnicity |
1.29 |
0.30 |
2.28 |
0.51 |
0.01 |
| Time difference: Lockdown to baseline |
0.12 |
0.08 |
0.16 |
0.02 |
2.50e-09 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 7.37" " 7.05" " 7.70" 0.17 0.00e+00
2 Anxiety disorders " 2.43" " 2.11" " 2.76" 0.16 1.39e-49
3 Eating disorders " 2.39" " 1.41" " 3.37" 0.50 1.89e-06
4 OCDs " 3.88" " 3.03" " 4.73" 0.43 4.63e-19
5 PTSD " 5.62" " 4.69" " 6.55" 0.47 1.66e-32
6 Depressive disorders " 5.83" " 5.67" " 5.99" 0.08 0.00e+00
7 Bipolar disorders " 8.10" " 7.74" " 8.47" 0.18 0.00e+00
8 Female " 0.54" " 0.38" " 0.69" 0.08 3.21e-11
9 Non-binary/Self-defined " 2.04" " 1.40" " 2.67" 0.32 3.68e-10
10 Age "-229.09" "-240.82" "-217.36" 5.98 2.96e-310
11 Age^2 " 36.72" " 26.13" " 47.31" 5.40 1.10e-11
12 Mixed or multiple ethnic origins " 0.57" " 0.05" " 1.10" 0.27 0.03
13 Asian or Asian British " 0.67" " -0.02" " 1.37" 0.35 0.06
14 African or African British " 1.16" " 0.07" " 2.25" 0.56 0.04
15 Other ethnicity " 1.29" " 0.30" " 2.28" 0.51 0.01
16 Time difference: Lockdown to baseline " 0.12" " 0.08" " 0.16" 0.02 2.50e-09
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 24380 |
0.32 |
0.32 |
1898.00 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 24380 0.32 0.32 1898.00 0.00e+00 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
7.57 |
7.26 |
7.88 |
0.16 |
0.00e+00 |
| Depressive and anxiety disorder |
5.71 |
5.54 |
5.88 |
0.09 |
0.00e+00 |
| Only depressive disorder |
2.94 |
2.73 |
3.16 |
0.11 |
1.54e-155 |
| Only anxiety disorder |
2.67 |
2.39 |
2.96 |
0.14 |
2.70e-75 |
| Eating disorders |
1.09 |
0.82 |
1.35 |
0.13 |
6.52e-16 |
| OCDs |
1.31 |
1.06 |
1.56 |
0.13 |
3.87e-24 |
| Psychotic and bipolar disorder |
1.06 |
0.31 |
1.80 |
0.38 |
0.005 |
| Only psychotic disorder |
0.44 |
-0.17 |
1.04 |
0.31 |
0.16 |
| Only bipolar disorder |
1.23 |
0.86 |
1.60 |
0.19 |
6.52e-11 |
| PTSD |
2.88 |
2.65 |
3.12 |
0.12 |
1.27e-125 |
| ASD |
1.37 |
0.88 |
1.85 |
0.25 |
3.52e-08 |
| ADHD |
0.64 |
-0.02 |
1.29 |
0.33 |
0.06 |
| Personality disorder |
2.48 |
2.15 |
2.81 |
0.17 |
4.52e-48 |
| Female |
0.41 |
0.26 |
0.56 |
0.08 |
7.33e-08 |
| Non-binary/Self-defined |
0.96 |
0.36 |
1.57 |
0.31 |
0.002 |
| Age |
-191.84 |
-203.48 |
-180.21 |
5.94 |
6.38e-224 |
| Age2 |
23.83 |
13.48 |
34.19 |
5.28 |
6.47e-06 |
| Mixed or multiple ethnic origins |
0.46 |
-0.04 |
0.95 |
0.25 |
0.07 |
| Asian or Asian British |
1.05 |
0.40 |
1.70 |
0.33 |
0.001 |
| African or African British |
1.17 |
0.14 |
2.19 |
0.52 |
0.03 |
| Other ethnicity |
0.76 |
-0.16 |
1.69 |
0.47 |
0.11 |
| Key worker |
-0.58 |
-0.72 |
-0.44 |
0.07 |
3.84e-16 |
| Time difference: Lockdown to baseline |
0.13 |
0.09 |
0.17 |
0.02 |
1.13e-11 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 7.57" " 7.26" " 7.88" 0.16 0.00e+00
2 Depressive and anxiety disorder " 5.71" " 5.54" " 5.88" 0.09 0.00e+00
3 Only depressive disorder " 2.94" " 2.73" " 3.16" 0.11 1.54e-155
4 Only anxiety disorder " 2.67" " 2.39" " 2.96" 0.14 2.70e-75
5 Eating disorders " 1.09" " 0.82" " 1.35" 0.13 6.52e-16
6 OCDs " 1.31" " 1.06" " 1.56" 0.13 3.87e-24
7 Psychotic and bipolar disorder " 1.06" " 0.31" " 1.80" 0.38 0.005
8 Only psychotic disorder " 0.44" " -0.17" " 1.04" 0.31 0.16
9 Only bipolar disorder " 1.23" " 0.86" " 1.60" 0.19 6.52e-11
10 PTSD " 2.88" " 2.65" " 3.12" 0.12 1.27e-125
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 24380 |
0.32 |
0.32 |
1898.00 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 24380 0.32 0.32 1898.00 0.00e+00 6
PCL prepan
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
0.28 |
-0.70 |
1.26 |
0.50 |
0.58 |
| Anxiety disorders |
-0.07 |
-1.15 |
1.01 |
0.55 |
0.89 |
| Eating disorders |
-0.55 |
-2.63 |
1.53 |
1.06 |
0.61 |
| OCDs |
-0.30 |
-1.76 |
1.15 |
0.74 |
0.68 |
| PTSD |
-1.60 |
-3.30 |
0.10 |
0.86 |
0.06 |
| Depressive disorders |
-0.04 |
-1.03 |
0.94 |
0.50 |
0.93 |
| Bipolar disorders |
-0.27 |
-1.33 |
0.79 |
0.54 |
0.61 |
# A tibble: 7 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 0.28" -0.70 1.26 0.50 0.58
2 Anxiety disorders "-0.07" -1.15 1.01 0.55 0.89
3 Eating disorders "-0.55" -2.63 1.53 1.06 0.61
4 OCDs "-0.30" -1.76 1.15 0.74 0.68
5 PTSD "-1.60" -3.30 0.10 0.86 0.06
6 Depressive disorders "-0.04" -1.03 0.94 0.50 0.93
7 Bipolar disorders "-0.27" -1.33 0.79 0.54 0.61
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11019 0.00 0.00 1.05 0.39 6
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
0.39 |
-0.31 |
1.09 |
0.36 |
0.27 |
| Depressive and anxiety disorder |
0.02 |
-0.68 |
0.73 |
0.36 |
0.95 |
| Only depressive disorder |
-0.16 |
-0.92 |
0.61 |
0.39 |
0.69 |
| Only anxiety disorder |
-0.21 |
-1.01 |
0.59 |
0.41 |
0.61 |
| Eating disorders |
0.13 |
-0.21 |
0.48 |
0.18 |
0.45 |
| OCDs |
-0.08 |
-0.40 |
0.24 |
0.16 |
0.64 |
| Psychotic and bipolar disorder |
-0.69 |
-1.63 |
0.24 |
0.48 |
0.15 |
| Only psychotic disorder |
-0.03 |
-0.82 |
0.75 |
0.40 |
0.93 |
| Only bipolar disorder |
0.06 |
-0.41 |
0.53 |
0.24 |
0.79 |
| PTSD |
-0.89 |
-1.20 |
-0.59 |
0.15 |
7.68e-09 |
| ASD |
-0.12 |
-0.74 |
0.51 |
0.32 |
0.72 |
| ADHD |
-0.23 |
-1.09 |
0.63 |
0.44 |
0.60 |
| Personality disorder |
-0.29 |
-0.71 |
0.13 |
0.22 |
0.18 |
# A tibble: 13 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 0.39" -0.31 " 1.09" 0.36 0.27
2 Depressive and anxiety disorder " 0.02" -0.68 " 0.73" 0.36 0.95
3 Only depressive disorder "-0.16" -0.92 " 0.61" 0.39 0.69
4 Only anxiety disorder "-0.21" -1.01 " 0.59" 0.41 0.61
5 Eating disorders " 0.13" -0.21 " 0.48" 0.18 0.45
6 OCDs "-0.08" -0.40 " 0.24" 0.16 0.64
7 Psychotic and bipolar disorder "-0.69" -1.63 " 0.24" 0.48 0.15
8 Only psychotic disorder "-0.03" -0.82 " 0.75" 0.40 0.93
9 Only bipolar disorder " 0.06" -0.41 " 0.53" 0.24 0.79
10 PTSD "-0.89" -1.20 "-0.59" 0.15 7.68e-09
11 ASD "-0.12" -0.74 " 0.51" 0.32 0.72
12 ADHD "-0.23" -1.09 " 0.63" 0.44 0.60
13 Personality disorder "-0.29" -0.71 " 0.13" 0.22 0.18
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11019 0.00 0.00 1.05 0.39 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-0.50 |
-1.64 |
0.64 |
0.58 |
0.39 |
| Anxiety disorders |
-0.08 |
-1.16 |
1.00 |
0.55 |
0.88 |
| Eating disorders |
-0.67 |
-2.74 |
1.41 |
1.06 |
0.53 |
| OCDs |
-0.46 |
-1.92 |
0.99 |
0.74 |
0.53 |
| PTSD |
-1.60 |
-3.30 |
0.11 |
0.87 |
0.07 |
| Depressive disorders |
0.01 |
-0.97 |
1.00 |
0.50 |
0.98 |
| Bipolar disorders |
-0.12 |
-1.18 |
0.94 |
0.54 |
0.82 |
| Female |
0.62 |
0.33 |
0.91 |
0.15 |
2.26e-05 |
| Non-binary/Self-defined |
-0.04 |
-0.85 |
0.78 |
0.42 |
0.93 |
| age_category_collapsed_reordered16-18 |
-0.11 |
-0.80 |
0.57 |
0.35 |
0.74 |
| 19-25 years |
0.34 |
-0.03 |
0.71 |
0.19 |
0.07 |
| 36-45 years |
-0.47 |
-0.80 |
-0.14 |
0.17 |
0.005 |
| 46-55 years |
-0.57 |
-0.89 |
-0.25 |
0.16 |
4.38e-04 |
| 56-65 years |
-0.28 |
-0.64 |
0.07 |
0.18 |
0.12 |
| 66-70 years |
-0.47 |
-1.10 |
0.15 |
0.32 |
0.14 |
| 71-75 years |
-0.49 |
-1.32 |
0.35 |
0.43 |
0.26 |
| 76+ years |
0.33 |
-1.30 |
1.95 |
0.83 |
0.69 |
| Mixed or multiple ethnic origins |
0.37 |
-0.38 |
1.11 |
0.38 |
0.33 |
| Asian or Asian British |
0.12 |
-1.11 |
1.36 |
0.63 |
0.84 |
| African or African British |
-0.37 |
-2.18 |
1.44 |
0.92 |
0.69 |
| Other ethnicity |
-0.39 |
-1.55 |
0.77 |
0.59 |
0.51 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.06 |
# A tibble: 22 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-0.50" "-1.64" " 0.64" 0.58 0.39
2 Anxiety disorders "-0.08" "-1.16" " 1.00" 0.55 0.88
3 Eating disorders "-0.67" "-2.74" " 1.41" 1.06 0.53
4 OCDs "-0.46" "-1.92" " 0.99" 0.74 0.53
5 PTSD "-1.60" "-3.30" " 0.11" 0.87 0.07
6 Depressive disorders " 0.01" "-0.97" " 1.00" 0.50 0.98
7 Bipolar disorders "-0.12" "-1.18" " 0.94" 0.54 0.82
8 Female " 0.62" " 0.33" " 0.91" 0.15 2.26e-05
9 Non-binary/Self-defined "-0.04" "-0.85" " 0.78" 0.42 0.93
10 age_category_collapsed_reordered16-18 "-0.11" "-0.80" " 0.57" 0.35 0.74
# … with 12 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11019 0.00 0.00 1.05 0.39 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-0.36 |
-1.29 |
0.56 |
0.47 |
0.44 |
| Depressive and anxiety disorder |
0.08 |
-0.63 |
0.79 |
0.36 |
0.82 |
| Only depressive disorder |
-0.03 |
-0.80 |
0.74 |
0.39 |
0.95 |
| Only anxiety disorder |
-0.23 |
-1.03 |
0.58 |
0.41 |
0.58 |
| Eating disorders |
0.00 |
-0.35 |
0.35 |
0.18 |
1.00 |
| OCDs |
-0.11 |
-0.43 |
0.21 |
0.16 |
0.50 |
| Psychotic and bipolar disorder |
-0.59 |
-1.53 |
0.34 |
0.48 |
0.22 |
| Only psychotic disorder |
0.07 |
-0.72 |
0.86 |
0.40 |
0.86 |
| Only bipolar disorder |
0.20 |
-0.28 |
0.67 |
0.24 |
0.41 |
| PTSD |
-0.87 |
-1.18 |
-0.57 |
0.16 |
1.96e-08 |
| ASD |
-0.12 |
-0.75 |
0.52 |
0.32 |
0.72 |
| ADHD |
-0.22 |
-1.08 |
0.64 |
0.44 |
0.62 |
| Personality disorder |
-0.43 |
-0.86 |
-0.01 |
0.22 |
0.05 |
| Female |
0.68 |
0.39 |
0.97 |
0.15 |
3.68e-06 |
| Non-binary/Self-defined |
0.17 |
-0.64 |
0.99 |
0.42 |
0.68 |
| age_category_collapsed_reordered16-18 |
-0.17 |
-0.85 |
0.51 |
0.35 |
0.63 |
| 19-25 years |
0.30 |
-0.08 |
0.67 |
0.19 |
0.12 |
| 36-45 years |
-0.45 |
-0.78 |
-0.13 |
0.17 |
0.007 |
| 46-55 years |
-0.55 |
-0.87 |
-0.23 |
0.16 |
8.32e-04 |
| 56-65 years |
-0.32 |
-0.69 |
0.04 |
0.18 |
0.08 |
| 66-70 years |
-0.62 |
-1.25 |
0.01 |
0.32 |
0.05 |
| 71-75 years |
-0.64 |
-1.48 |
0.20 |
0.43 |
0.13 |
| 76+ years |
0.11 |
-1.51 |
1.74 |
0.83 |
0.89 |
| Mixed or multiple ethnic origins |
0.45 |
-0.29 |
1.19 |
0.38 |
0.23 |
| Asian or Asian British |
0.23 |
-1.00 |
1.45 |
0.63 |
0.72 |
| African or African British |
-0.41 |
-2.22 |
1.40 |
0.92 |
0.66 |
| Other ethnicity |
-0.15 |
-1.29 |
0.99 |
0.58 |
0.80 |
| Key worker |
-0.21 |
-0.44 |
0.01 |
0.11 |
0.06 |
| Time difference: Lockdown to baseline |
0.07 |
0.00 |
0.13 |
0.03 |
0.04 |
# A tibble: 29 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "-0.36" -1.29 " 0.56" 0.47 0.44
2 Depressive and anxiety disorder " 0.08" -0.63 " 0.79" 0.36 0.82
3 Only depressive disorder "-0.03" -0.80 " 0.74" 0.39 0.95
4 Only anxiety disorder "-0.23" -1.03 " 0.58" 0.41 0.58
5 Eating disorders " 0.00" -0.35 " 0.35" 0.18 1.00
6 OCDs "-0.11" -0.43 " 0.21" 0.16 0.50
7 Psychotic and bipolar disorder "-0.59" -1.53 " 0.34" 0.48 0.22
8 Only psychotic disorder " 0.07" -0.72 " 0.86" 0.40 0.86
9 Only bipolar disorder " 0.20" -0.28 " 0.67" 0.24 0.41
10 PTSD "-0.87" -1.18 "-0.57" 0.16 1.96e-08
# … with 19 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11019 0.00 0.00 1.05 0.39 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-0.76 |
-1.88 |
0.36 |
0.57 |
0.18 |
| Anxiety disorders |
-0.07 |
-1.15 |
1.01 |
0.55 |
0.89 |
| Eating disorders |
-0.73 |
-2.80 |
1.35 |
1.06 |
0.49 |
| OCDs |
-0.49 |
-1.94 |
0.97 |
0.74 |
0.51 |
| PTSD |
-1.61 |
-3.31 |
0.09 |
0.87 |
0.06 |
| Depressive disorders |
0.02 |
-0.96 |
1.01 |
0.50 |
0.96 |
| Bipolar disorders |
-0.11 |
-1.17 |
0.95 |
0.54 |
0.84 |
| Female |
0.63 |
0.34 |
0.92 |
0.15 |
1.63e-05 |
| Non-binary/Self-defined |
-0.02 |
-0.84 |
0.80 |
0.42 |
0.96 |
| Age |
-23.23 |
-34.81 |
-11.64 |
5.91 |
8.52e-05 |
| Age2 |
15.74 |
4.38 |
27.09 |
5.79 |
0.007 |
| Mixed or multiple ethnic origins |
0.36 |
-0.38 |
1.11 |
0.38 |
0.34 |
| Asian or Asian British |
0.11 |
-1.12 |
1.34 |
0.63 |
0.87 |
| African or African British |
-0.41 |
-2.22 |
1.41 |
0.92 |
0.66 |
| Other ethnicity |
-0.40 |
-1.56 |
0.76 |
0.59 |
0.50 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.06 |
# A tibble: 16 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -0.76" " -1.88" " 0.36" 0.57 0.18
2 Anxiety disorders " -0.07" " -1.15" " 1.01" 0.55 0.89
3 Eating disorders " -0.73" " -2.80" " 1.35" 1.06 0.49
4 OCDs " -0.49" " -1.94" " 0.97" 0.74 0.51
5 PTSD " -1.61" " -3.31" " 0.09" 0.87 0.06
6 Depressive disorders " 0.02" " -0.96" " 1.01" 0.50 0.96
7 Bipolar disorders " -0.11" " -1.17" " 0.95" 0.54 0.84
8 Female " 0.63" " 0.34" " 0.92" 0.15 1.63e-05
9 Non-binary/Self-defined " -0.02" " -0.84" " 0.80" 0.42 0.96
10 Age "-23.23" "-34.81" "-11.64" 5.91 8.52e-05
11 Age^2 " 15.74" " 4.38" " 27.09" 5.79 0.007
12 Mixed or multiple ethnic origins " 0.36" " -0.38" " 1.11" 0.38 0.34
13 Asian or Asian British " 0.11" " -1.12" " 1.34" 0.63 0.87
14 African or African British " -0.41" " -2.22" " 1.41" 0.92 0.66
15 Other ethnicity " -0.40" " -1.56" " 0.76" 0.59 0.50
16 Time difference: Lockdown to baseline " 0.06" " 0.00" " 0.13" 0.03 0.06
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11019 0.00 0.00 1.05 0.39 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
-0.65 |
-1.54 |
0.24 |
0.45 |
0.15 |
| Depressive and anxiety disorder |
0.12 |
-0.60 |
0.83 |
0.36 |
0.75 |
| Only depressive disorder |
0.00 |
-0.76 |
0.77 |
0.39 |
0.99 |
| Only anxiety disorder |
-0.20 |
-1.01 |
0.60 |
0.41 |
0.62 |
| Eating disorders |
0.00 |
-0.35 |
0.34 |
0.18 |
0.98 |
| OCDs |
-0.11 |
-0.44 |
0.21 |
0.16 |
0.49 |
| Psychotic and bipolar disorder |
-0.58 |
-1.52 |
0.36 |
0.48 |
0.22 |
| Only psychotic disorder |
0.05 |
-0.73 |
0.84 |
0.40 |
0.90 |
| Only bipolar disorder |
0.19 |
-0.28 |
0.66 |
0.24 |
0.43 |
| PTSD |
-0.88 |
-1.18 |
-0.58 |
0.16 |
1.46e-08 |
| ASD |
-0.15 |
-0.78 |
0.48 |
0.32 |
0.64 |
| ADHD |
-0.23 |
-1.09 |
0.63 |
0.44 |
0.60 |
| Personality disorder |
-0.42 |
-0.84 |
0.01 |
0.22 |
0.05 |
| Female |
0.69 |
0.40 |
0.98 |
0.15 |
2.85e-06 |
| Non-binary/Self-defined |
0.19 |
-0.62 |
1.01 |
0.42 |
0.65 |
| Age |
-24.57 |
-36.35 |
-12.78 |
6.01 |
4.42e-05 |
| Age2 |
10.83 |
-0.85 |
22.51 |
5.96 |
0.07 |
| Mixed or multiple ethnic origins |
0.45 |
-0.29 |
1.19 |
0.38 |
0.24 |
| Asian or Asian British |
0.21 |
-1.02 |
1.43 |
0.63 |
0.74 |
| African or African British |
-0.44 |
-2.25 |
1.37 |
0.92 |
0.63 |
| Other ethnicity |
-0.15 |
-1.29 |
0.99 |
0.58 |
0.79 |
| Key worker |
-0.21 |
-0.43 |
0.01 |
0.11 |
0.07 |
| Time difference: Lockdown to baseline |
0.07 |
0.00 |
0.13 |
0.03 |
0.05 |
# A tibble: 23 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " -0.65" " -1.54" " 0.24" 0.45 0.15
2 Depressive and anxiety disorder " 0.12" " -0.60" " 0.83" 0.36 0.75
3 Only depressive disorder " 0.00" " -0.76" " 0.77" 0.39 0.99
4 Only anxiety disorder " -0.20" " -1.01" " 0.60" 0.41 0.62
5 Eating disorders " 0.00" " -0.35" " 0.34" 0.18 0.98
6 OCDs " -0.11" " -0.44" " 0.21" 0.16 0.49
7 Psychotic and bipolar disorder " -0.58" " -1.52" " 0.36" 0.48 0.22
8 Only psychotic disorder " 0.05" " -0.73" " 0.84" 0.40 0.90
9 Only bipolar disorder " 0.19" " -0.28" " 0.66" 0.24 0.43
10 PTSD " -0.88" " -1.18" " -0.58" 0.16 1.46e-08
# … with 13 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11019 0.00 0.00 1.05 0.39 6
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.08 |
5.18 |
6.97 |
0.46 |
3.93e-40 |
| pcl.sum_score_prepan |
0.57 |
0.55 |
0.58 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-0.34 |
-1.30 |
0.62 |
0.49 |
0.49 |
| Eating disorders |
0.04 |
-1.81 |
1.89 |
0.94 |
0.97 |
| OCDs |
0.37 |
-0.92 |
1.66 |
0.66 |
0.57 |
| PTSD |
0.12 |
-1.39 |
1.62 |
0.77 |
0.88 |
| Depressive disorders |
0.94 |
0.06 |
1.82 |
0.45 |
0.04 |
| Bipolar disorders |
1.47 |
0.52 |
2.41 |
0.48 |
0.002 |
# A tibble: 8 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.08" " 5.18" 6.97 0.46 3.93e-40
2 pcl.sum_score_prepan " 0.57" " 0.55" 0.58 0.01 0.00e+00
3 Anxiety disorders "-0.34" "-1.30" 0.62 0.49 0.49
4 Eating disorders " 0.04" "-1.81" 1.89 0.94 0.97
5 OCDs " 0.37" "-0.92" 1.66 0.66 0.57
6 PTSD " 0.12" "-1.39" 1.62 0.77 0.88
7 Depressive disorders " 0.94" " 0.06" 1.82 0.45 0.04
8 Bipolar disorders " 1.47" " 0.52" 2.41 0.48 0.002
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11019 |
0.33 |
0.33 |
764.66 |
0.00e+00 |
7 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11019 0.33 0.33 764.66 0.00e+00 7
Model 0b: Overlapping disorders, Unadjusted
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.83 |
6.17 |
7.48 |
0.33 |
7.35e-91 |
| pcl.sum_score_prepan |
0.53 |
0.52 |
0.55 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.51 |
-0.12 |
1.13 |
0.32 |
0.11 |
| Only depressive disorder |
-0.51 |
-1.19 |
0.16 |
0.34 |
0.14 |
| Only anxiety disorder |
-0.63 |
-1.34 |
0.08 |
0.36 |
0.08 |
| Eating disorders |
0.59 |
0.29 |
0.89 |
0.16 |
1.40e-04 |
| OCDs |
0.61 |
0.33 |
0.90 |
0.15 |
2.59e-05 |
| Psychotic and bipolar disorder |
-0.40 |
-1.23 |
0.42 |
0.42 |
0.34 |
| Only psychotic disorder |
-0.05 |
-0.74 |
0.65 |
0.35 |
0.89 |
| Only bipolar disorder |
0.35 |
-0.07 |
0.76 |
0.21 |
0.10 |
| PTSD |
0.73 |
0.46 |
1.01 |
0.14 |
1.43e-07 |
| ASD |
0.65 |
0.10 |
1.20 |
0.28 |
0.02 |
| ADHD |
0.24 |
-0.51 |
1.00 |
0.39 |
0.53 |
| Personality disorder |
1.08 |
0.71 |
1.46 |
0.19 |
1.71e-08 |
# A tibble: 14 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.83" " 6.17" 7.48 0.33 7.35e-91
2 pcl.sum_score_prepan " 0.53" " 0.52" 0.55 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.51" "-0.12" 1.13 0.32 0.11
4 Only depressive disorder "-0.51" "-1.19" 0.16 0.34 0.14
5 Only anxiety disorder "-0.63" "-1.34" 0.08 0.36 0.08
6 Eating disorders " 0.59" " 0.29" 0.89 0.16 1.40e-04
7 OCDs " 0.61" " 0.33" 0.90 0.15 2.59e-05
8 Psychotic and bipolar disorder "-0.40" "-1.23" 0.42 0.42 0.34
9 Only psychotic disorder "-0.05" "-0.74" 0.65 0.35 0.89
10 Only bipolar disorder " 0.35" "-0.07" 0.76 0.21 0.10
11 PTSD " 0.73" " 0.46" 1.01 0.14 1.43e-07
12 ASD " 0.65" " 0.10" 1.20 0.28 0.02
13 ADHD " 0.24" "-0.51" 1.00 0.39 0.53
14 Personality disorder " 1.08" " 0.71" 1.46 0.19 1.71e-08
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11081 0.02 0.02 32.92 1.45e-39 6
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.85 |
4.81 |
6.88 |
0.53 |
2.66e-28 |
| pcl.sum_score_prepan |
0.54 |
0.53 |
0.56 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-0.36 |
-1.31 |
0.59 |
0.49 |
0.46 |
| Eating disorders |
-0.01 |
-1.84 |
1.82 |
0.93 |
0.99 |
| OCDs |
0.11 |
-1.17 |
1.39 |
0.65 |
0.87 |
| PTSD |
0.49 |
-1.01 |
1.99 |
0.77 |
0.52 |
| Depressive disorders |
1.14 |
0.27 |
2.01 |
0.44 |
0.01 |
| Bipolar disorders |
1.77 |
0.83 |
2.71 |
0.48 |
2.22e-04 |
| Female |
0.58 |
0.32 |
0.83 |
0.13 |
8.54e-06 |
| Non-binary/Self-defined |
0.77 |
0.05 |
1.49 |
0.37 |
0.04 |
| age_category_collapsed_reordered16-18 |
1.00 |
0.39 |
1.62 |
0.31 |
0.001 |
| 19-25 years |
0.84 |
0.51 |
1.17 |
0.17 |
5.57e-07 |
| 36-45 years |
-0.51 |
-0.80 |
-0.22 |
0.15 |
4.87e-04 |
| 46-55 years |
-0.64 |
-0.92 |
-0.36 |
0.14 |
6.92e-06 |
| 56-65 years |
-0.92 |
-1.24 |
-0.60 |
0.16 |
1.31e-08 |
| 66-70 years |
-2.07 |
-2.63 |
-1.51 |
0.29 |
4.19e-13 |
| 71-75 years |
-2.46 |
-3.21 |
-1.72 |
0.38 |
8.96e-11 |
| 76+ years |
-1.94 |
-3.37 |
-0.51 |
0.73 |
0.008 |
| Mixed or multiple ethnic origins |
0.29 |
-0.37 |
0.95 |
0.34 |
0.39 |
| Asian or Asian British |
0.39 |
-0.70 |
1.48 |
0.55 |
0.48 |
| African or African British |
0.61 |
-0.98 |
2.21 |
0.81 |
0.45 |
| Other ethnicity |
0.14 |
-0.88 |
1.17 |
0.52 |
0.78 |
| Key worker |
-0.69 |
-0.88 |
-0.49 |
0.10 |
8.77e-12 |
| Time difference: Lockdown to baseline |
0.08 |
0.03 |
0.14 |
0.03 |
0.004 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.85" " 4.81" " 6.88" 0.53 2.66e-28
2 pcl.sum_score_prepan " 0.54" " 0.53" " 0.56" 0.01 0.00e+00
3 Anxiety disorders "-0.36" "-1.31" " 0.59" 0.49 0.46
4 Eating disorders "-0.01" "-1.84" " 1.82" 0.93 0.99
5 OCDs " 0.11" "-1.17" " 1.39" 0.65 0.87
6 PTSD " 0.49" "-1.01" " 1.99" 0.77 0.52
7 Depressive disorders " 1.14" " 0.27" " 2.01" 0.44 0.01
8 Bipolar disorders " 1.77" " 0.83" " 2.71" 0.48 2.22e-04
9 Female " 0.58" " 0.32" " 0.83" 0.13 8.54e-06
10 Non-binary/Self-defined " 0.77" " 0.05" " 1.49" 0.37 0.04
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11081 0.02 0.02 32.92 1.45e-39 6
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.46 |
5.62 |
7.30 |
0.43 |
5.49e-51 |
| pcl.sum_score_prepan |
0.51 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.70 |
0.08 |
1.33 |
0.32 |
0.03 |
| Only depressive disorder |
-0.12 |
-0.79 |
0.55 |
0.34 |
0.73 |
| Only anxiety disorder |
-0.64 |
-1.35 |
0.06 |
0.36 |
0.07 |
| Eating disorders |
0.42 |
0.12 |
0.73 |
0.15 |
0.006 |
| OCDs |
0.52 |
0.23 |
0.80 |
0.14 |
3.41e-04 |
| Psychotic and bipolar disorder |
-0.20 |
-1.02 |
0.62 |
0.42 |
0.63 |
| Only psychotic disorder |
0.04 |
-0.65 |
0.72 |
0.35 |
0.92 |
| Only bipolar disorder |
0.51 |
0.10 |
0.92 |
0.21 |
0.02 |
| PTSD |
0.85 |
0.58 |
1.12 |
0.14 |
1.10e-09 |
| ASD |
0.37 |
-0.19 |
0.92 |
0.28 |
0.19 |
| ADHD |
0.16 |
-0.59 |
0.91 |
0.38 |
0.68 |
| Personality disorder |
0.93 |
0.55 |
1.30 |
0.19 |
1.31e-06 |
| Female |
0.46 |
0.21 |
0.72 |
0.13 |
3.36e-04 |
| Non-binary/Self-defined |
0.47 |
-0.25 |
1.18 |
0.36 |
0.20 |
| age_category_collapsed_reordered16-18 |
1.18 |
0.58 |
1.78 |
0.31 |
1.13e-04 |
| 19-25 years |
0.87 |
0.54 |
1.19 |
0.17 |
2.26e-07 |
| 36-45 years |
-0.48 |
-0.77 |
-0.19 |
0.15 |
0.001 |
| 46-55 years |
-0.57 |
-0.85 |
-0.29 |
0.14 |
6.38e-05 |
| 56-65 years |
-0.78 |
-1.10 |
-0.46 |
0.16 |
1.41e-06 |
| 66-70 years |
-1.83 |
-2.39 |
-1.28 |
0.28 |
9.37e-11 |
| 71-75 years |
-2.21 |
-2.95 |
-1.47 |
0.38 |
4.27e-09 |
| 76+ years |
-1.76 |
-3.19 |
-0.34 |
0.73 |
0.02 |
| Mixed or multiple ethnic origins |
0.24 |
-0.41 |
0.89 |
0.33 |
0.47 |
| Asian or Asian British |
0.52 |
-0.55 |
1.60 |
0.55 |
0.34 |
| African or African British |
0.75 |
-0.83 |
2.33 |
0.81 |
0.35 |
| Other ethnicity |
0.06 |
-0.94 |
1.06 |
0.51 |
0.91 |
| Key worker |
-0.59 |
-0.79 |
-0.40 |
0.10 |
2.77e-09 |
| Time difference: Lockdown to baseline |
0.09 |
0.04 |
0.15 |
0.03 |
0.002 |
# A tibble: 30 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.46" " 5.62" " 7.30" 0.43 5.49e-51
2 pcl.sum_score_prepan " 0.51" " 0.50" " 0.53" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.70" " 0.08" " 1.33" 0.32 0.03
4 Only depressive disorder "-0.12" "-0.79" " 0.55" 0.34 0.73
5 Only anxiety disorder "-0.64" "-1.35" " 0.06" 0.36 0.07
6 Eating disorders " 0.42" " 0.12" " 0.73" 0.15 0.006
7 OCDs " 0.52" " 0.23" " 0.80" 0.14 3.41e-04
8 Psychotic and bipolar disorder "-0.20" "-1.02" " 0.62" 0.42 0.63
9 Only psychotic disorder " 0.04" "-0.65" " 0.72" 0.35 0.92
10 Only bipolar disorder " 0.51" " 0.10" " 0.92" 0.21 0.02
# … with 20 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11081 0.02 0.02 32.92 1.45e-39 6
Model 2a: Disorder hierarchical, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.49 |
4.47 |
6.50 |
0.52 |
4.74e-26 |
| pcl.sum_score_prepan |
0.54 |
0.53 |
0.56 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-0.38 |
-1.33 |
0.58 |
0.49 |
0.44 |
| Eating disorders |
-0.11 |
-1.94 |
1.71 |
0.93 |
0.90 |
| OCDs |
0.11 |
-1.17 |
1.39 |
0.65 |
0.87 |
| PTSD |
0.40 |
-1.10 |
1.90 |
0.77 |
0.60 |
| Depressive disorders |
1.10 |
0.23 |
1.97 |
0.44 |
0.01 |
| Bipolar disorders |
1.72 |
0.78 |
2.66 |
0.48 |
3.28e-04 |
| Female |
0.57 |
0.32 |
0.82 |
0.13 |
1.09e-05 |
| Non-binary/Self-defined |
0.77 |
0.05 |
1.49 |
0.37 |
0.04 |
| Age |
-73.48 |
-83.85 |
-63.11 |
5.29 |
1.73e-43 |
| Age2 |
2.03 |
-8.27 |
12.33 |
5.25 |
0.70 |
| Mixed or multiple ethnic origins |
0.27 |
-0.38 |
0.93 |
0.34 |
0.42 |
| Asian or Asian British |
0.38 |
-0.70 |
1.47 |
0.56 |
0.49 |
| African or African British |
0.61 |
-0.98 |
2.20 |
0.81 |
0.45 |
| Other ethnicity |
0.13 |
-0.89 |
1.16 |
0.52 |
0.80 |
| Key worker |
-0.69 |
-0.88 |
-0.49 |
0.10 |
9.55e-12 |
| Time difference: Lockdown to baseline |
0.09 |
0.03 |
0.14 |
0.03 |
0.004 |
# A tibble: 18 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.49" " 4.47" " 6.50" 0.52 4.74e-26
2 pcl.sum_score_prepan " 0.54" " 0.53" " 0.56" 0.01 0.00e+00
3 Anxiety disorders " -0.38" " -1.33" " 0.58" 0.49 0.44
4 Eating disorders " -0.11" " -1.94" " 1.71" 0.93 0.90
5 OCDs " 0.11" " -1.17" " 1.39" 0.65 0.87
6 PTSD " 0.40" " -1.10" " 1.90" 0.77 0.60
7 Depressive disorders " 1.10" " 0.23" " 1.97" 0.44 0.01
8 Bipolar disorders " 1.72" " 0.78" " 2.66" 0.48 3.28e-04
9 Female " 0.57" " 0.32" " 0.82" 0.13 1.09e-05
10 Non-binary/Self-defined " 0.77" " 0.05" " 1.49" 0.37 0.04
11 Age "-73.48" "-83.85" "-63.11" 5.29 1.73e-43
12 Age^2 " 2.03" " -8.27" " 12.33" 5.25 0.70
13 Mixed or multiple ethnic origins " 0.27" " -0.38" " 0.93" 0.34 0.42
14 Asian or Asian British " 0.38" " -0.70" " 1.47" 0.56 0.49
15 African or African British " 0.61" " -0.98" " 2.20" 0.81 0.45
16 Other ethnicity " 0.13" " -0.89" " 1.16" 0.52 0.80
17 Key worker " -0.69" " -0.88" " -0.49" 0.10 9.55e-12
18 Time difference: Lockdown to baseline " 0.09" " 0.03" " 0.14" 0.03 0.004
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11081 0.02 0.02 32.92 1.45e-39 6
Model 2b: Overlapping disorders, Adjusted with age2
Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.15 |
5.34 |
6.97 |
0.41 |
1.99e-49 |
| pcl.sum_score_prepan |
0.51 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.66 |
0.04 |
1.28 |
0.32 |
0.04 |
| Only depressive disorder |
-0.14 |
-0.81 |
0.54 |
0.34 |
0.69 |
| Only anxiety disorder |
-0.67 |
-1.37 |
0.04 |
0.36 |
0.06 |
| Eating disorders |
0.43 |
0.13 |
0.73 |
0.15 |
0.005 |
| OCDs |
0.51 |
0.23 |
0.79 |
0.14 |
3.97e-04 |
| Psychotic and bipolar disorder |
-0.18 |
-1.00 |
0.65 |
0.42 |
0.67 |
| Only psychotic disorder |
0.04 |
-0.65 |
0.72 |
0.35 |
0.92 |
| Only bipolar disorder |
0.50 |
0.08 |
0.91 |
0.21 |
0.02 |
| PTSD |
0.85 |
0.58 |
1.12 |
0.14 |
1.08e-09 |
| ASD |
0.39 |
-0.16 |
0.94 |
0.28 |
0.17 |
| ADHD |
0.10 |
-0.65 |
0.86 |
0.38 |
0.79 |
| Personality disorder |
0.88 |
0.51 |
1.26 |
0.19 |
3.70e-06 |
| Female |
0.46 |
0.20 |
0.71 |
0.13 |
4.05e-04 |
| Non-binary/Self-defined |
0.47 |
-0.24 |
1.19 |
0.36 |
0.19 |
| Age |
-68.40 |
-78.82 |
-57.98 |
5.32 |
1.31e-37 |
| Age2 |
5.77 |
-4.45 |
16.00 |
5.22 |
0.27 |
| Mixed or multiple ethnic origins |
0.23 |
-0.42 |
0.88 |
0.33 |
0.49 |
| Asian or Asian British |
0.52 |
-0.56 |
1.59 |
0.55 |
0.35 |
| African or African British |
0.74 |
-0.84 |
2.32 |
0.81 |
0.36 |
| Other ethnicity |
0.04 |
-0.96 |
1.04 |
0.51 |
0.94 |
| Key worker |
-0.60 |
-0.79 |
-0.40 |
0.10 |
2.57e-09 |
| Time difference: Lockdown to baseline |
0.09 |
0.04 |
0.15 |
0.03 |
0.001 |
# A tibble: 24 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.15" " 5.34" " 6.97" 0.41 1.99e-49
2 pcl.sum_score_prepan " 0.51" " 0.50" " 0.53" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.66" " 0.04" " 1.28" 0.32 0.04
4 Only depressive disorder " -0.14" " -0.81" " 0.54" 0.34 0.69
5 Only anxiety disorder " -0.67" " -1.37" " 0.04" 0.36 0.06
6 Eating disorders " 0.43" " 0.13" " 0.73" 0.15 0.005
7 OCDs " 0.51" " 0.23" " 0.79" 0.14 3.97e-04
8 Psychotic and bipolar disorder " -0.18" " -1.00" " 0.65" 0.42 0.67
9 Only psychotic disorder " 0.04" " -0.65" " 0.72" 0.35 0.92
10 Only bipolar disorder " 0.50" " 0.08" " 0.91" 0.21 0.02
# … with 14 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11081 0.02 0.02 32.92 1.45e-39 6
SENSITIVITY based on highest level of education
GAD prepan
Regression: Absolute scores
GAD baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
9.22 |
8.81 |
9.63 |
0.21 |
0.00e+00 |
| Depressive and anxiety disorder |
4.54 |
4.40 |
4.69 |
0.07 |
0.00e+00 |
| Only depressive disorder |
1.84 |
1.65 |
2.02 |
0.10 |
2.77e-82 |
| Only anxiety disorder |
3.06 |
2.83 |
3.30 |
0.12 |
4.07e-142 |
| Eating disorders |
0.92 |
0.69 |
1.16 |
0.12 |
1.57e-14 |
| OCDs |
1.43 |
1.20 |
1.66 |
0.12 |
8.75e-35 |
| Psychotic and bipolar disorder |
0.65 |
0.01 |
1.29 |
0.33 |
0.05 |
| Only psychotic disorder |
0.46 |
-0.09 |
1.02 |
0.28 |
0.10 |
| Only bipolar disorder |
0.62 |
0.27 |
0.96 |
0.18 |
4.39e-04 |
| PTSD |
1.53 |
1.32 |
1.74 |
0.11 |
1.00e-45 |
| ASD |
1.37 |
0.96 |
1.78 |
0.21 |
7.32e-11 |
| ADHD |
0.44 |
-0.10 |
0.99 |
0.28 |
0.11 |
| Personality disorder |
1.69 |
1.39 |
1.99 |
0.15 |
5.19e-28 |
| Female |
0.96 |
0.82 |
1.10 |
0.07 |
1.69e-42 |
| Non-binary/Self-defined |
0.70 |
0.16 |
1.25 |
0.28 |
0.01 |
| 19-25 years |
-1.18 |
-1.57 |
-0.79 |
0.20 |
4.49e-09 |
| 26-35 years |
-2.73 |
-3.10 |
-2.35 |
0.19 |
3.78e-46 |
| 36-45 years |
-3.44 |
-3.82 |
-3.06 |
0.19 |
2.72e-71 |
| 46-55 years |
-4.05 |
-4.42 |
-3.69 |
0.19 |
1.92e-104 |
| 56-65 years |
-4.95 |
-5.31 |
-4.59 |
0.18 |
2.15e-157 |
| 66-70 years |
-5.86 |
-6.26 |
-5.47 |
0.20 |
3.91e-186 |
| 71-75 years |
-6.06 |
-6.48 |
-5.65 |
0.21 |
4.41e-175 |
| 76+ years |
-5.96 |
-6.50 |
-5.41 |
0.28 |
7.07e-102 |
| Mixed or multiple ethnic origins |
0.11 |
-0.32 |
0.55 |
0.22 |
0.61 |
| Asian or Asian British |
0.15 |
-0.37 |
0.67 |
0.26 |
0.56 |
| African or African British |
-0.24 |
-1.13 |
0.66 |
0.46 |
0.61 |
| Other ethnicity |
0.89 |
0.09 |
1.70 |
0.41 |
0.03 |
| Key worker |
-0.30 |
-0.43 |
-0.17 |
0.06 |
3.16e-06 |
| Time difference: Lockdown to baseline |
-0.26 |
-0.29 |
-0.23 |
0.01 |
6.51e-68 |
| Highest education NVQ |
-0.44 |
-0.73 |
-0.16 |
0.15 |
0.002 |
| Highest education A-Levels |
-0.56 |
-0.77 |
-0.35 |
0.11 |
1.69e-07 |
| Highest education University |
-1.00 |
-1.18 |
-0.81 |
0.10 |
1.68e-25 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 9.22" " 8.81" " 9.63" 0.21 0.00e+00
2 Depressive and anxiety disorder " 4.54" " 4.40" " 4.69" 0.07 0.00e+00
3 Only depressive disorder " 1.84" " 1.65" " 2.02" 0.10 2.77e-82
4 Only anxiety disorder " 3.06" " 2.83" " 3.30" 0.12 4.07e-142
5 Eating disorders " 0.92" " 0.69" " 1.16" 0.12 1.57e-14
6 OCDs " 1.43" " 1.20" " 1.66" 0.12 8.75e-35
7 Psychotic and bipolar disorder " 0.65" " 0.01" " 1.29" 0.33 0.05
8 Only psychotic disorder " 0.46" "-0.09" " 1.02" 0.28 0.10
9 Only bipolar disorder " 0.62" " 0.27" " 0.96" 0.18 4.39e-04
10 PTSD " 1.53" " 1.32" " 1.74" 0.11 1.00e-45
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31331 0.22 0.22 1503.62 0.00e+00 6
GAD retro
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
7.16 |
6.68 |
7.64 |
0.25 |
3.95e-183 |
| gad.sum_score_retro |
0.50 |
0.49 |
0.52 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.14 |
1.95 |
2.33 |
0.10 |
2.25e-108 |
| Only depressive disorder |
0.82 |
0.58 |
1.06 |
0.12 |
1.14e-11 |
| Only anxiety disorder |
1.66 |
1.38 |
1.93 |
0.14 |
2.69e-31 |
| Eating disorders |
0.53 |
0.27 |
0.79 |
0.13 |
5.45e-05 |
| OCDs |
0.59 |
0.34 |
0.84 |
0.13 |
4.37e-06 |
| Psychotic and bipolar disorder |
0.39 |
-0.33 |
1.11 |
0.37 |
0.29 |
| Only psychotic disorder |
0.23 |
-0.39 |
0.86 |
0.32 |
0.47 |
| Only bipolar disorder |
0.30 |
-0.09 |
0.69 |
0.20 |
0.13 |
| PTSD |
0.87 |
0.64 |
1.10 |
0.12 |
2.29e-13 |
| ASD |
0.81 |
0.36 |
1.27 |
0.23 |
4.67e-04 |
| ADHD |
0.25 |
-0.35 |
0.84 |
0.30 |
0.42 |
| Personality disorder |
0.90 |
0.57 |
1.24 |
0.17 |
1.29e-07 |
| Female |
0.72 |
0.54 |
0.90 |
0.09 |
1.64e-14 |
| Non-binary/Self-defined |
-0.06 |
-0.67 |
0.55 |
0.31 |
0.84 |
| 19-25 years |
0.15 |
-0.28 |
0.58 |
0.22 |
0.49 |
| 26-35 years |
-0.81 |
-1.23 |
-0.40 |
0.21 |
1.27e-04 |
| 36-45 years |
-1.39 |
-1.81 |
-0.97 |
0.21 |
7.98e-11 |
| 46-55 years |
-1.71 |
-2.11 |
-1.30 |
0.21 |
2.34e-16 |
| 56-65 years |
-2.07 |
-2.48 |
-1.67 |
0.21 |
2.12e-23 |
| 66-70 years |
-2.48 |
-2.96 |
-2.01 |
0.24 |
1.32e-24 |
| 71-75 years |
-2.84 |
-3.37 |
-2.31 |
0.27 |
2.20e-25 |
| 76+ years |
-3.01 |
-3.79 |
-2.22 |
0.40 |
6.10e-14 |
| Mixed or multiple ethnic origins |
-0.29 |
-0.78 |
0.21 |
0.25 |
0.26 |
| Asian or Asian British |
0.11 |
-0.52 |
0.75 |
0.32 |
0.73 |
| African or African British |
-0.19 |
-1.28 |
0.91 |
0.56 |
0.74 |
| Other ethnicity |
0.34 |
-0.54 |
1.21 |
0.45 |
0.45 |
| Key worker |
0.06 |
-0.09 |
0.21 |
0.08 |
0.45 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.27 |
-0.20 |
0.02 |
1.92e-42 |
| Highest education NVQ |
-0.34 |
-0.72 |
0.03 |
0.19 |
0.07 |
| Highest education A-Levels |
-0.52 |
-0.78 |
-0.26 |
0.13 |
8.89e-05 |
| Highest education University |
-0.82 |
-1.06 |
-0.58 |
0.12 |
1.51e-11 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 7.16" " 6.68" " 7.64" 0.25 3.95e-183
2 gad.sum_score_retro " 0.50" " 0.49" " 0.52" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.14" " 1.95" " 2.33" 0.10 2.25e-108
4 Only depressive disorder " 0.82" " 0.58" " 1.06" 0.12 1.14e-11
5 Only anxiety disorder " 1.66" " 1.38" " 1.93" 0.14 2.69e-31
6 Eating disorders " 0.53" " 0.27" " 0.79" 0.13 5.45e-05
7 OCDs " 0.59" " 0.34" " 0.84" 0.13 4.37e-06
8 Psychotic and bipolar disorder " 0.39" "-0.33" " 1.11" 0.37 0.29
9 Only psychotic disorder " 0.23" "-0.39" " 0.86" 0.32 0.47
10 Only bipolar disorder " 0.30" "-0.09" " 0.69" 0.20 0.13
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23100 |
0.15 |
0.15 |
660.52 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23100 0.15 0.15 660.52 0.00e+00 6
GAD prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
4.15 |
3.11 |
5.18 |
0.53 |
5.09e-15 |
| pcl.sum_score_prepan |
0.36 |
0.35 |
0.38 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.93 |
0.29 |
1.57 |
0.33 |
0.004 |
| Only depressive disorder |
-0.82 |
-1.51 |
-0.13 |
0.35 |
0.02 |
| Only anxiety disorder |
0.76 |
0.04 |
1.48 |
0.37 |
0.04 |
| Eating disorders |
0.79 |
0.48 |
1.11 |
0.16 |
7.01e-07 |
| OCDs |
0.84 |
0.55 |
1.14 |
0.15 |
1.69e-08 |
| Psychotic and bipolar disorder |
-0.32 |
-1.17 |
0.53 |
0.43 |
0.46 |
| Only psychotic disorder |
0.09 |
-0.62 |
0.80 |
0.36 |
0.81 |
| Only bipolar disorder |
0.17 |
-0.25 |
0.60 |
0.22 |
0.42 |
| PTSD |
0.13 |
-0.15 |
0.41 |
0.14 |
0.36 |
| ASD |
0.79 |
0.22 |
1.36 |
0.29 |
0.007 |
| ADHD |
-0.04 |
-0.81 |
0.73 |
0.39 |
0.92 |
| Personality disorder |
0.58 |
0.19 |
0.96 |
0.20 |
0.004 |
| Female |
0.54 |
0.28 |
0.80 |
0.13 |
5.09e-05 |
| Non-binary/Self-defined |
0.19 |
-0.54 |
0.92 |
0.37 |
0.61 |
| 19-25 years |
-0.05 |
-0.70 |
0.60 |
0.33 |
0.89 |
| 26-35 years |
-1.05 |
-1.68 |
-0.41 |
0.32 |
0.001 |
| 36-45 years |
-1.54 |
-2.18 |
-0.90 |
0.33 |
2.40e-06 |
| 46-55 years |
-1.96 |
-2.59 |
-1.33 |
0.32 |
1.42e-09 |
| 56-65 years |
-2.72 |
-3.37 |
-2.07 |
0.33 |
2.86e-16 |
| 66-70 years |
-3.42 |
-4.23 |
-2.61 |
0.41 |
1.35e-16 |
| 71-75 years |
-3.67 |
-4.63 |
-2.70 |
0.49 |
1.06e-13 |
| 76+ years |
-3.37 |
-4.96 |
-1.78 |
0.81 |
3.28e-05 |
| Mixed or multiple ethnic origins |
0.01 |
-0.65 |
0.67 |
0.34 |
0.98 |
| Asian or Asian British |
-0.07 |
-1.17 |
1.03 |
0.56 |
0.90 |
| African or African British |
-0.71 |
-2.38 |
0.96 |
0.85 |
0.40 |
| Other ethnicity |
0.86 |
-0.18 |
1.90 |
0.53 |
0.11 |
| Key worker |
-0.25 |
-0.45 |
-0.05 |
0.10 |
0.02 |
| Time difference: Lockdown to baseline |
0.00 |
-0.06 |
0.06 |
0.03 |
0.94 |
| Highest education NVQ |
-0.18 |
-0.66 |
0.30 |
0.24 |
0.47 |
| Highest education A-Levels |
-0.90 |
-1.28 |
-0.51 |
0.20 |
5.33e-06 |
| Highest education University |
-1.15 |
-1.51 |
-0.79 |
0.18 |
3.56e-10 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 4.15" " 3.11" " 5.18" 0.53 5.09e-15
2 pcl.sum_score_prepan " 0.36" " 0.35" " 0.38" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.93" " 0.29" " 1.57" 0.33 0.004
4 Only depressive disorder "-0.82" "-1.51" "-0.13" 0.35 0.02
5 Only anxiety disorder " 0.76" " 0.04" " 1.48" 0.37 0.04
6 Eating disorders " 0.79" " 0.48" " 1.11" 0.16 7.01e-07
7 OCDs " 0.84" " 0.55" " 1.14" 0.15 1.69e-08
8 Psychotic and bipolar disorder "-0.32" "-1.17" " 0.53" 0.43 0.46
9 Only psychotic disorder " 0.09" "-0.62" " 0.80" 0.36 0.81
10 Only bipolar disorder " 0.17" "-0.25" " 0.60" 0.22 0.42
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11165 0.01 0.01 11.04 2.61e-12 6
PHQ baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
12.69 |
12.23 |
13.15 |
0.24 |
0.00e+00 |
| Depressive and anxiety disorder |
5.51 |
5.34 |
5.67 |
0.08 |
0.00e+00 |
| Only depressive disorder |
3.43 |
3.22 |
3.64 |
0.11 |
1.56e-220 |
| Only anxiety disorder |
2.04 |
1.78 |
2.31 |
0.14 |
1.87e-51 |
| Eating disorders |
1.60 |
1.33 |
1.86 |
0.14 |
6.44e-32 |
| OCDs |
1.36 |
1.10 |
1.61 |
0.13 |
3.41e-25 |
| Psychotic and bipolar disorder |
0.45 |
-0.27 |
1.17 |
0.37 |
0.22 |
| Only psychotic disorder |
0.88 |
0.26 |
1.50 |
0.32 |
0.006 |
| Only bipolar disorder |
1.44 |
1.06 |
1.83 |
0.20 |
3.17e-13 |
| PTSD |
2.06 |
1.82 |
2.29 |
0.12 |
1.51e-64 |
| ASD |
1.55 |
1.08 |
2.01 |
0.24 |
6.89e-11 |
| ADHD |
1.02 |
0.40 |
1.63 |
0.31 |
0.001 |
| Personality disorder |
2.86 |
2.52 |
3.20 |
0.17 |
1.46e-60 |
| Female |
0.85 |
0.70 |
1.01 |
0.08 |
6.80e-27 |
| Non-binary/Self-defined |
1.38 |
0.77 |
1.99 |
0.31 |
1.03e-05 |
| 19-25 years |
-2.98 |
-3.42 |
-2.54 |
0.23 |
1.84e-39 |
| 26-35 years |
-5.03 |
-5.45 |
-4.60 |
0.22 |
1.16e-119 |
| 36-45 years |
-5.69 |
-6.12 |
-5.27 |
0.22 |
1.42e-150 |
| 46-55 years |
-6.12 |
-6.53 |
-5.71 |
0.21 |
4.66e-185 |
| 56-65 years |
-7.21 |
-7.62 |
-6.81 |
0.21 |
6.22e-260 |
| 66-70 years |
-8.41 |
-8.85 |
-7.97 |
0.23 |
1.13e-297 |
| 71-75 years |
-8.54 |
-9.01 |
-8.07 |
0.24 |
3.15e-270 |
| 76+ years |
-8.40 |
-9.01 |
-7.79 |
0.31 |
1.67e-157 |
| Mixed or multiple ethnic origins |
0.38 |
-0.10 |
0.87 |
0.25 |
0.12 |
| Asian or Asian British |
0.34 |
-0.25 |
0.92 |
0.30 |
0.26 |
| African or African British |
0.19 |
-0.82 |
1.19 |
0.52 |
0.72 |
| Other ethnicity |
0.71 |
-0.20 |
1.63 |
0.47 |
0.13 |
| Key worker |
-0.60 |
-0.74 |
-0.45 |
0.07 |
1.92e-16 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.27 |
-0.21 |
0.02 |
8.72e-47 |
| Highest education NVQ |
-0.70 |
-1.02 |
-0.38 |
0.16 |
2.00e-05 |
| Highest education A-Levels |
-0.62 |
-0.86 |
-0.39 |
0.12 |
2.14e-07 |
| Highest education University |
-1.44 |
-1.65 |
-1.23 |
0.11 |
7.56e-41 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "12.69" "12.23" "13.15" 0.24 0.00e+00
2 Depressive and anxiety disorder " 5.51" " 5.34" " 5.67" 0.08 0.00e+00
3 Only depressive disorder " 3.43" " 3.22" " 3.64" 0.11 1.56e-220
4 Only anxiety disorder " 2.04" " 1.78" " 2.31" 0.14 1.87e-51
5 Eating disorders " 1.60" " 1.33" " 1.86" 0.14 6.44e-32
6 OCDs " 1.36" " 1.10" " 1.61" 0.13 3.41e-25
7 Psychotic and bipolar disorder " 0.45" "-0.27" " 1.17" 0.37 0.22
8 Only psychotic disorder " 0.88" " 0.26" " 1.50" 0.32 0.006
9 Only bipolar disorder " 1.44" " 1.06" " 1.83" 0.20 3.17e-13
10 PTSD " 2.06" " 1.82" " 2.29" 0.12 1.51e-64
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31315 0.26 0.26 1846.76 0.00e+00 6
PHQ retro
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
9.41 |
8.93 |
9.90 |
0.25 |
5.85e-303 |
| phq.sum_score_retro |
0.57 |
0.56 |
0.59 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.27 |
2.07 |
2.46 |
0.10 |
1.05e-113 |
| Only depressive disorder |
1.45 |
1.20 |
1.69 |
0.12 |
1.31e-31 |
| Only anxiety disorder |
0.81 |
0.52 |
1.10 |
0.15 |
3.99e-08 |
| Eating disorders |
0.84 |
0.57 |
1.11 |
0.14 |
8.54e-10 |
| OCDs |
0.54 |
0.28 |
0.80 |
0.13 |
4.81e-05 |
| Psychotic and bipolar disorder |
-0.28 |
-1.02 |
0.46 |
0.38 |
0.45 |
| Only psychotic disorder |
0.00 |
-0.65 |
0.64 |
0.33 |
1.00 |
| Only bipolar disorder |
0.69 |
0.29 |
1.09 |
0.21 |
8.01e-04 |
| PTSD |
1.10 |
0.86 |
1.35 |
0.12 |
5.60e-19 |
| ASD |
0.79 |
0.32 |
1.25 |
0.24 |
9.65e-04 |
| ADHD |
0.51 |
-0.10 |
1.13 |
0.32 |
0.10 |
| Personality disorder |
1.28 |
0.93 |
1.62 |
0.18 |
6.40e-13 |
| Female |
0.65 |
0.46 |
0.84 |
0.09 |
7.39e-12 |
| Non-binary/Self-defined |
0.51 |
-0.12 |
1.13 |
0.32 |
0.11 |
| 19-25 years |
-1.19 |
-1.63 |
-0.76 |
0.22 |
8.52e-08 |
| 26-35 years |
-2.42 |
-2.84 |
-1.99 |
0.21 |
2.73e-29 |
| 36-45 years |
-2.91 |
-3.33 |
-2.48 |
0.22 |
1.62e-40 |
| 46-55 years |
-3.04 |
-3.45 |
-2.62 |
0.21 |
9.75e-47 |
| 56-65 years |
-3.43 |
-3.84 |
-3.02 |
0.21 |
5.95e-59 |
| 66-70 years |
-3.98 |
-4.46 |
-3.50 |
0.25 |
1.30e-58 |
| 71-75 years |
-4.00 |
-4.54 |
-3.45 |
0.28 |
3.01e-46 |
| 76+ years |
-4.19 |
-4.99 |
-3.40 |
0.41 |
5.16e-25 |
| Mixed or multiple ethnic origins |
0.10 |
-0.41 |
0.61 |
0.26 |
0.70 |
| Asian or Asian British |
0.18 |
-0.46 |
0.82 |
0.33 |
0.59 |
| African or African British |
-0.02 |
-1.10 |
1.05 |
0.55 |
0.96 |
| Other ethnicity |
-0.20 |
-1.10 |
0.70 |
0.46 |
0.67 |
| Key worker |
-0.06 |
-0.21 |
0.10 |
0.08 |
0.47 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.27 |
-0.20 |
0.02 |
9.54e-40 |
| Highest education NVQ |
-0.69 |
-1.07 |
-0.30 |
0.20 |
5.11e-04 |
| Highest education A-Levels |
-0.69 |
-0.96 |
-0.42 |
0.14 |
6.34e-07 |
| Highest education University |
-1.24 |
-1.48 |
-0.99 |
0.13 |
2.60e-22 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 9.41" " 8.93" " 9.90" 0.25 5.85e-303
2 phq.sum_score_retro " 0.57" " 0.56" " 0.59" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.27" " 2.07" " 2.46" 0.10 1.05e-113
4 Only depressive disorder " 1.45" " 1.20" " 1.69" 0.12 1.31e-31
5 Only anxiety disorder " 0.81" " 0.52" " 1.10" 0.15 3.99e-08
6 Eating disorders " 0.84" " 0.57" " 1.11" 0.14 8.54e-10
7 OCDs " 0.54" " 0.28" " 0.80" 0.13 4.81e-05
8 Psychotic and bipolar disorder "-0.28" "-1.02" " 0.46" 0.38 0.45
9 Only psychotic disorder " 0.00" "-0.65" " 0.64" 0.33 1.00
10 Only bipolar disorder " 0.69" " 0.29" " 1.09" 0.21 8.01e-04
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23090 |
0.18 |
0.18 |
844.05 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23090 0.18 0.18 844.05 0.00e+00 6
PHQ prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.49 |
5.33 |
7.64 |
0.59 |
5.98e-28 |
| pcl.sum_score_prepan |
0.43 |
0.41 |
0.45 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
1.17 |
0.45 |
1.88 |
0.36 |
0.001 |
| Only depressive disorder |
1.01 |
0.23 |
1.78 |
0.39 |
0.01 |
| Only anxiety disorder |
-1.07 |
-1.88 |
-0.26 |
0.41 |
0.009 |
| Eating disorders |
1.41 |
1.06 |
1.76 |
0.18 |
2.74e-15 |
| OCDs |
0.71 |
0.38 |
1.03 |
0.17 |
2.21e-05 |
| Psychotic and bipolar disorder |
-0.58 |
-1.53 |
0.37 |
0.48 |
0.23 |
| Only psychotic disorder |
0.38 |
-0.41 |
1.18 |
0.41 |
0.34 |
| Only bipolar disorder |
0.76 |
0.28 |
1.23 |
0.24 |
0.002 |
| PTSD |
0.18 |
-0.14 |
0.49 |
0.16 |
0.27 |
| ASD |
0.74 |
0.10 |
1.38 |
0.33 |
0.02 |
| ADHD |
0.14 |
-0.72 |
1.00 |
0.44 |
0.75 |
| Personality disorder |
1.37 |
0.94 |
1.80 |
0.22 |
5.67e-10 |
| Female |
0.12 |
-0.17 |
0.41 |
0.15 |
0.42 |
| Non-binary/Self-defined |
0.54 |
-0.28 |
1.35 |
0.42 |
0.20 |
| 19-25 years |
-1.07 |
-1.80 |
-0.35 |
0.37 |
0.004 |
| 26-35 years |
-2.39 |
-3.10 |
-1.69 |
0.36 |
3.41e-11 |
| 36-45 years |
-2.84 |
-3.55 |
-2.12 |
0.36 |
8.18e-15 |
| 46-55 years |
-2.99 |
-3.70 |
-2.29 |
0.36 |
1.24e-16 |
| 56-65 years |
-3.86 |
-4.58 |
-3.13 |
0.37 |
2.62e-25 |
| 66-70 years |
-5.30 |
-6.21 |
-4.40 |
0.46 |
1.73e-30 |
| 71-75 years |
-5.62 |
-6.69 |
-4.54 |
0.55 |
1.79e-24 |
| 76+ years |
-5.05 |
-6.84 |
-3.26 |
0.91 |
3.44e-08 |
| Mixed or multiple ethnic origins |
0.37 |
-0.37 |
1.10 |
0.38 |
0.33 |
| Asian or Asian British |
-0.06 |
-1.29 |
1.16 |
0.62 |
0.92 |
| African or African British |
-0.34 |
-2.20 |
1.53 |
0.95 |
0.72 |
| Other ethnicity |
0.36 |
-0.80 |
1.52 |
0.59 |
0.55 |
| Key worker |
-0.72 |
-0.94 |
-0.49 |
0.11 |
3.85e-10 |
| Time difference: Lockdown to baseline |
0.05 |
-0.02 |
0.11 |
0.03 |
0.16 |
| Highest education NVQ |
-0.24 |
-0.78 |
0.29 |
0.27 |
0.38 |
| Highest education A-Levels |
-0.96 |
-1.39 |
-0.53 |
0.22 |
1.31e-05 |
| Highest education University |
-1.56 |
-1.96 |
-1.16 |
0.20 |
2.48e-14 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.49" " 5.33" " 7.64" 0.59 5.98e-28
2 pcl.sum_score_prepan " 0.43" " 0.41" " 0.45" 0.01 0.00e+00
3 Depressive and anxiety disorder " 1.17" " 0.45" " 1.88" 0.36 0.001
4 Only depressive disorder " 1.01" " 0.23" " 1.78" 0.39 0.01
5 Only anxiety disorder "-1.07" "-1.88" "-0.26" 0.41 0.009
6 Eating disorders " 1.41" " 1.06" " 1.76" 0.18 2.74e-15
7 OCDs " 0.71" " 0.38" " 1.03" 0.17 2.21e-05
8 Psychotic and bipolar disorder "-0.58" "-1.53" " 0.37" 0.48 0.23
9 Only psychotic disorder " 0.38" "-0.41" " 1.18" 0.41 0.34
10 Only bipolar disorder " 0.76" " 0.28" " 1.23" 0.24 0.002
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11162 0.02 0.02 44.52 4.15e-54 6
OCIR baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
25.10 |
23.19 |
27.01 |
0.97 |
1.28e-137 |
| Depressive and anxiety disorder |
3.13 |
2.23 |
4.04 |
0.46 |
1.22e-11 |
| Only depressive disorder |
0.37 |
-0.84 |
1.58 |
0.62 |
0.55 |
| Only anxiety disorder |
0.83 |
-0.42 |
2.07 |
0.64 |
0.19 |
| Eating disorders |
0.37 |
-0.70 |
1.44 |
0.54 |
0.50 |
| OCDs |
7.04 |
6.10 |
7.98 |
0.48 |
7.00e-48 |
| Psychotic and bipolar disorder |
7.02 |
4.44 |
9.60 |
1.32 |
9.88e-08 |
| Only psychotic disorder |
4.28 |
1.98 |
6.58 |
1.17 |
2.66e-04 |
| Only bipolar disorder |
2.84 |
1.18 |
4.50 |
0.85 |
7.90e-04 |
| PTSD |
2.09 |
1.16 |
3.03 |
0.48 |
1.16e-05 |
| ASD |
7.49 |
5.77 |
9.20 |
0.87 |
1.29e-17 |
| ADHD |
2.38 |
0.04 |
4.72 |
1.19 |
0.05 |
| Personality disorder |
2.85 |
1.57 |
4.12 |
0.65 |
1.25e-05 |
| Female |
-0.90 |
-1.82 |
0.03 |
0.47 |
0.06 |
| Non-binary/Self-defined |
-1.06 |
-3.56 |
1.44 |
1.27 |
0.41 |
| 19-25 years |
-4.83 |
-6.55 |
-3.12 |
0.87 |
3.49e-08 |
| 26-35 years |
-6.35 |
-8.02 |
-4.69 |
0.85 |
9.38e-14 |
| 36-45 years |
-6.48 |
-8.20 |
-4.77 |
0.87 |
1.44e-13 |
| 46-55 years |
-6.63 |
-8.25 |
-5.02 |
0.82 |
1.05e-15 |
| 56-65 years |
-7.68 |
-9.27 |
-6.09 |
0.81 |
4.54e-21 |
| 66-70 years |
-7.66 |
-9.63 |
-5.69 |
1.00 |
2.64e-14 |
| 71-75 years |
-8.68 |
-10.95 |
-6.40 |
1.16 |
8.44e-14 |
| 76+ years |
-10.24 |
-14.09 |
-6.38 |
1.96 |
1.98e-07 |
| Mixed or multiple ethnic origins |
0.66 |
-1.53 |
2.86 |
1.12 |
0.56 |
| Asian or Asian British |
5.42 |
2.56 |
8.28 |
1.46 |
2.08e-04 |
| African or African British |
4.17 |
-0.92 |
9.25 |
2.59 |
0.11 |
| Other ethnicity |
1.78 |
-1.52 |
5.07 |
1.68 |
0.29 |
| Key worker |
-0.81 |
-1.51 |
-0.10 |
0.36 |
0.02 |
| Time difference: Lockdown to baseline |
-0.44 |
-0.59 |
-0.29 |
0.08 |
2.61e-08 |
| Highest education NVQ |
-1.04 |
-2.96 |
0.89 |
0.98 |
0.29 |
| Highest education A-Levels |
-2.05 |
-3.15 |
-0.96 |
0.56 |
2.48e-04 |
| Highest education University |
-3.16 |
-4.18 |
-2.14 |
0.52 |
1.43e-09 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 25.10" " 23.19" "27.01" 0.97 1.28e-137
2 Depressive and anxiety disorder " 3.13" " 2.23" " 4.04" 0.46 1.22e-11
3 Only depressive disorder " 0.37" " -0.84" " 1.58" 0.62 0.55
4 Only anxiety disorder " 0.83" " -0.42" " 2.07" 0.64 0.19
5 Eating disorders " 0.37" " -0.70" " 1.44" 0.54 0.50
6 OCDs " 7.04" " 6.10" " 7.98" 0.48 7.00e-48
7 Psychotic and bipolar disorder " 7.02" " 4.44" " 9.60" 1.32 9.88e-08
8 Only psychotic disorder " 4.28" " 1.98" " 6.58" 1.17 2.66e-04
9 Only bipolar disorder " 2.84" " 1.18" " 4.50" 0.85 7.90e-04
10 PTSD " 2.09" " 1.16" " 3.03" 0.48 1.16e-05
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5187 0.06 0.06 52.91 1.40e-63 6
OCIR retro
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
18.69 |
17.06 |
20.33 |
0.83 |
5.27e-105 |
| ocir.sum_score_retro |
0.74 |
0.72 |
0.77 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
-1.21 |
-1.94 |
-0.47 |
0.38 |
0.001 |
| Only depressive disorder |
-0.92 |
-1.91 |
0.07 |
0.50 |
0.07 |
| Only anxiety disorder |
-0.39 |
-1.41 |
0.62 |
0.52 |
0.45 |
| Eating disorders |
-0.12 |
-0.96 |
0.71 |
0.42 |
0.77 |
| OCDs |
2.16 |
1.42 |
2.90 |
0.38 |
1.15e-08 |
| Psychotic and bipolar disorder |
4.16 |
2.15 |
6.17 |
1.02 |
4.97e-05 |
| Only psychotic disorder |
1.50 |
-0.26 |
3.27 |
0.90 |
0.10 |
| Only bipolar disorder |
0.45 |
-0.79 |
1.69 |
0.63 |
0.48 |
| PTSD |
0.63 |
-0.09 |
1.35 |
0.37 |
0.09 |
| ASD |
2.45 |
1.09 |
3.81 |
0.69 |
4.17e-04 |
| ADHD |
1.75 |
-0.12 |
3.63 |
0.96 |
0.07 |
| Personality disorder |
0.66 |
-0.32 |
1.63 |
0.50 |
0.19 |
| Female |
0.09 |
-0.64 |
0.82 |
0.37 |
0.82 |
| Non-binary/Self-defined |
-0.60 |
-2.56 |
1.36 |
1.00 |
0.55 |
| 19-25 years |
-4.29 |
-5.74 |
-2.84 |
0.74 |
7.54e-09 |
| 26-35 years |
-4.42 |
-5.83 |
-3.01 |
0.72 |
8.30e-10 |
| 36-45 years |
-4.22 |
-5.66 |
-2.79 |
0.73 |
8.12e-09 |
| 46-55 years |
-4.18 |
-5.55 |
-2.81 |
0.70 |
2.39e-09 |
| 56-65 years |
-3.43 |
-4.78 |
-2.07 |
0.69 |
7.86e-07 |
| 66-70 years |
-3.12 |
-4.77 |
-1.47 |
0.84 |
2.10e-04 |
| 71-75 years |
-3.42 |
-5.32 |
-1.51 |
0.97 |
4.39e-04 |
| 76+ years |
-6.26 |
-9.79 |
-2.73 |
1.80 |
5.19e-04 |
| Mixed or multiple ethnic origins |
1.11 |
-0.58 |
2.81 |
0.86 |
0.20 |
| Asian or Asian British |
3.61 |
1.15 |
6.06 |
1.25 |
0.004 |
| African or African British |
1.10 |
-2.97 |
5.18 |
2.08 |
0.60 |
| Other ethnicity |
-0.10 |
-2.59 |
2.40 |
1.27 |
0.94 |
| Key worker |
-0.34 |
-0.89 |
0.21 |
0.28 |
0.22 |
| Time difference: Lockdown to baseline |
-1.34 |
-1.46 |
-1.21 |
0.06 |
8.53e-97 |
| Highest education NVQ |
-3.74 |
-5.16 |
-2.31 |
0.73 |
2.93e-07 |
| Highest education A-Levels |
-1.91 |
-2.79 |
-1.03 |
0.45 |
2.02e-05 |
| Highest education University |
-1.39 |
-2.20 |
-0.58 |
0.41 |
8.07e-04 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "18.69" "17.06" "20.33" 0.83 5.27e-105
2 ocir.sum_score_retro " 0.74" " 0.72" " 0.77" 0.01 0.00e+00
3 Depressive and anxiety disorder "-1.21" "-1.94" "-0.47" 0.38 0.001
4 Only depressive disorder "-0.92" "-1.91" " 0.07" 0.50 0.07
5 Only anxiety disorder "-0.39" "-1.41" " 0.62" 0.52 0.45
6 Eating disorders "-0.12" "-0.96" " 0.71" 0.42 0.77
7 OCDs " 2.16" " 1.42" " 2.90" 0.38 1.15e-08
8 Psychotic and bipolar disorder " 4.16" " 2.15" " 6.17" 1.02 4.97e-05
9 Only psychotic disorder " 1.50" "-0.26" " 3.27" 0.90 0.10
10 Only bipolar disorder " 0.45" "-0.79" " 1.69" 0.63 0.48
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5094 |
0.06 |
0.06 |
51.24 |
1.63e-61 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5094 0.06 0.06 51.24 1.63e-61 6
OCIR prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
9.88 |
3.59 |
16.18 |
3.21 |
0.002 |
| pcl.sum_score_prepan |
0.61 |
0.51 |
0.70 |
0.05 |
4.70e-35 |
| Depressive and anxiety disorder |
-4.65 |
-9.00 |
-0.30 |
2.22 |
0.04 |
| Only depressive disorder |
-5.24 |
-9.97 |
-0.52 |
2.41 |
0.03 |
| Only anxiety disorder |
-6.10 |
-10.81 |
-1.39 |
2.40 |
0.01 |
| Eating disorders |
0.54 |
-0.99 |
2.07 |
0.78 |
0.49 |
| OCDs |
7.17 |
5.85 |
8.49 |
0.67 |
1.05e-25 |
| Psychotic and bipolar disorder |
6.00 |
1.88 |
10.11 |
2.10 |
0.004 |
| Only psychotic disorder |
1.33 |
-1.73 |
4.40 |
1.56 |
0.39 |
| Only bipolar disorder |
1.86 |
-0.34 |
4.06 |
1.12 |
0.10 |
| PTSD |
-0.22 |
-1.55 |
1.11 |
0.68 |
0.74 |
| ASD |
4.61 |
1.75 |
7.46 |
1.46 |
0.002 |
| ADHD |
0.30 |
-3.96 |
4.57 |
2.17 |
0.89 |
| Personality disorder |
1.57 |
-0.17 |
3.30 |
0.88 |
0.08 |
| Female |
-0.12 |
-1.66 |
1.42 |
0.79 |
0.88 |
| Non-binary/Self-defined |
1.44 |
-2.20 |
5.08 |
1.86 |
0.44 |
| 19-25 years |
-0.55 |
-4.44 |
3.34 |
1.98 |
0.78 |
| 26-35 years |
-1.14 |
-4.97 |
2.68 |
1.95 |
0.56 |
| 36-45 years |
-1.98 |
-5.84 |
1.89 |
1.97 |
0.32 |
| 46-55 years |
-0.81 |
-4.62 |
2.99 |
1.94 |
0.67 |
| 56-65 years |
-2.48 |
-6.38 |
1.42 |
1.99 |
0.21 |
| 66-70 years |
-1.53 |
-6.51 |
3.45 |
2.54 |
0.55 |
| 71-75 years |
-3.14 |
-9.26 |
2.99 |
3.12 |
0.32 |
| 76+ years |
0.11 |
-11.23 |
11.45 |
5.78 |
0.98 |
| Mixed or multiple ethnic origins |
1.46 |
-1.86 |
4.77 |
1.69 |
0.39 |
| Asian or Asian British |
6.57 |
-1.05 |
14.19 |
3.89 |
0.09 |
| African or African British |
7.44 |
-2.13 |
17.01 |
4.88 |
0.13 |
| Other ethnicity |
2.22 |
-2.29 |
6.73 |
2.30 |
0.34 |
| Key worker |
-0.75 |
-1.85 |
0.35 |
0.56 |
0.18 |
| Time difference: Lockdown to baseline |
0.28 |
-0.05 |
0.60 |
0.16 |
0.09 |
| Highest education NVQ |
0.78 |
-1.71 |
3.27 |
1.27 |
0.54 |
| Highest education A-Levels |
-1.87 |
-3.84 |
0.09 |
1.00 |
0.06 |
| Highest education University |
-2.69 |
-4.54 |
-0.85 |
0.94 |
0.004 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 9.88" " 3.59" "16.18" 3.21 0.002
2 pcl.sum_score_prepan " 0.61" " 0.51" " 0.70" 0.05 4.70e-35
3 Depressive and anxiety disorder "-4.65" " -9.00" "-0.30" 2.22 0.04
4 Only depressive disorder "-5.24" " -9.97" "-0.52" 2.41 0.03
5 Only anxiety disorder "-6.10" "-10.81" "-1.39" 2.40 0.01
6 Eating disorders " 0.54" " -0.99" " 2.07" 0.78 0.49
7 OCDs " 7.17" " 5.85" " 8.49" 0.67 1.05e-25
8 Psychotic and bipolar disorder " 6.00" " 1.88" "10.11" 2.10 0.004
9 Only psychotic disorder " 1.33" " -1.73" " 4.40" 1.56 0.39
10 Only bipolar disorder " 1.86" " -0.34" " 4.06" 1.12 0.10
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1786 0.03 0.03 10.03 6.36e-11 6
PCL baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
13.97 |
13.56 |
14.38 |
0.21 |
0.00e+00 |
| Depressive and anxiety disorder |
5.16 |
5.02 |
5.31 |
0.07 |
0.00e+00 |
| Only depressive disorder |
2.65 |
2.46 |
2.83 |
0.09 |
4.29e-171 |
| Only anxiety disorder |
2.44 |
2.20 |
2.67 |
0.12 |
7.92e-93 |
| Eating disorders |
0.91 |
0.68 |
1.15 |
0.12 |
1.73e-14 |
| OCDs |
1.24 |
1.02 |
1.47 |
0.11 |
2.75e-27 |
| Psychotic and bipolar disorder |
1.30 |
0.67 |
1.94 |
0.32 |
5.57e-05 |
| Only psychotic disorder |
0.77 |
0.22 |
1.31 |
0.28 |
0.006 |
| Only bipolar disorder |
1.23 |
0.89 |
1.57 |
0.17 |
1.82e-12 |
| PTSD |
2.83 |
2.62 |
3.04 |
0.11 |
3.74e-154 |
| ASD |
1.09 |
0.68 |
1.50 |
0.21 |
1.80e-07 |
| ADHD |
0.55 |
0.01 |
1.10 |
0.28 |
0.04 |
| Personality disorder |
2.43 |
2.13 |
2.73 |
0.15 |
5.77e-57 |
| Female |
0.71 |
0.57 |
0.84 |
0.07 |
3.26e-24 |
| Non-binary/Self-defined |
1.24 |
0.70 |
1.78 |
0.27 |
6.00e-06 |
| 19-25 years |
-1.67 |
-2.05 |
-1.28 |
0.20 |
5.73e-17 |
| 26-35 years |
-3.36 |
-3.73 |
-2.99 |
0.19 |
2.22e-70 |
| 36-45 years |
-3.99 |
-4.37 |
-3.62 |
0.19 |
4.00e-97 |
| 46-55 years |
-4.34 |
-4.70 |
-3.98 |
0.18 |
3.74e-122 |
| 56-65 years |
-5.13 |
-5.49 |
-4.78 |
0.18 |
8.54e-173 |
| 66-70 years |
-5.84 |
-6.23 |
-5.46 |
0.20 |
8.64e-189 |
| 71-75 years |
-5.99 |
-6.40 |
-5.57 |
0.21 |
2.20e-174 |
| 76+ years |
-5.78 |
-6.32 |
-5.25 |
0.27 |
3.66e-98 |
| Mixed or multiple ethnic origins |
0.57 |
0.14 |
1.00 |
0.22 |
0.009 |
| Asian or Asian British |
0.69 |
0.18 |
1.20 |
0.26 |
0.008 |
| African or African British |
0.90 |
0.02 |
1.79 |
0.45 |
0.05 |
| Other ethnicity |
0.55 |
-0.25 |
1.35 |
0.41 |
0.18 |
| Key worker |
-0.50 |
-0.62 |
-0.37 |
0.06 |
5.68e-15 |
| Time difference: Lockdown to baseline |
-0.04 |
-0.06 |
-0.01 |
0.01 |
0.01 |
| Highest education NVQ |
-0.15 |
-0.44 |
0.13 |
0.14 |
0.28 |
| Highest education A-Levels |
-0.32 |
-0.52 |
-0.11 |
0.11 |
0.003 |
| Highest education University |
-0.71 |
-0.90 |
-0.53 |
0.09 |
4.72e-14 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "13.97" "13.56" "14.38" 0.21 0.00e+00
2 Depressive and anxiety disorder " 5.16" " 5.02" " 5.31" 0.07 0.00e+00
3 Only depressive disorder " 2.65" " 2.46" " 2.83" 0.09 4.29e-171
4 Only anxiety disorder " 2.44" " 2.20" " 2.67" 0.12 7.92e-93
5 Eating disorders " 0.91" " 0.68" " 1.15" 0.12 1.73e-14
6 OCDs " 1.24" " 1.02" " 1.47" 0.11 2.75e-27
7 Psychotic and bipolar disorder " 1.30" " 0.67" " 1.94" 0.32 5.57e-05
8 Only psychotic disorder " 0.77" " 0.22" " 1.31" 0.28 0.006
9 Only bipolar disorder " 1.23" " 0.89" " 1.57" 0.17 1.82e-12
10 PTSD " 2.83" " 2.62" " 3.04" 0.11 3.74e-154
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31227 0.28 0.28 1988.78 0.00e+00 6
#PCL prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
8.39 |
7.36 |
9.41 |
0.52 |
2.65e-57 |
| pcl.sum_score_prepan |
0.50 |
0.49 |
0.52 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.65 |
0.02 |
1.28 |
0.32 |
0.04 |
| Only depressive disorder |
-0.17 |
-0.86 |
0.51 |
0.35 |
0.62 |
| Only anxiety disorder |
-0.66 |
-1.37 |
0.06 |
0.36 |
0.07 |
| Eating disorders |
0.50 |
0.19 |
0.81 |
0.16 |
0.001 |
| OCDs |
0.49 |
0.20 |
0.78 |
0.15 |
8.84e-04 |
| Psychotic and bipolar disorder |
-0.19 |
-1.02 |
0.65 |
0.43 |
0.66 |
| Only psychotic disorder |
0.00 |
-0.70 |
0.71 |
0.36 |
0.99 |
| Only bipolar disorder |
0.57 |
0.15 |
0.99 |
0.21 |
0.008 |
| PTSD |
0.82 |
0.54 |
1.09 |
0.14 |
7.89e-09 |
| ASD |
0.34 |
-0.22 |
0.91 |
0.29 |
0.23 |
| ADHD |
0.16 |
-0.61 |
0.93 |
0.39 |
0.68 |
| Personality disorder |
0.90 |
0.52 |
1.28 |
0.19 |
4.10e-06 |
| Female |
0.44 |
0.18 |
0.69 |
0.13 |
8.55e-04 |
| Non-binary/Self-defined |
0.45 |
-0.27 |
1.17 |
0.37 |
0.22 |
| 19-25 years |
-0.13 |
-0.77 |
0.51 |
0.33 |
0.70 |
| 26-35 years |
-1.02 |
-1.65 |
-0.40 |
0.32 |
0.001 |
| 36-45 years |
-1.56 |
-2.19 |
-0.93 |
0.32 |
1.33e-06 |
| 46-55 years |
-1.69 |
-2.32 |
-1.07 |
0.32 |
1.17e-07 |
| 56-65 years |
-1.98 |
-2.62 |
-1.34 |
0.33 |
1.53e-09 |
| 66-70 years |
-2.83 |
-3.63 |
-2.03 |
0.41 |
4.40e-12 |
| 71-75 years |
-3.34 |
-4.29 |
-2.38 |
0.49 |
7.28e-12 |
| 76+ years |
-3.12 |
-4.68 |
-1.56 |
0.80 |
9.18e-05 |
| Mixed or multiple ethnic origins |
0.34 |
-0.31 |
0.99 |
0.33 |
0.31 |
| Asian or Asian British |
0.47 |
-0.62 |
1.56 |
0.56 |
0.40 |
| African or African British |
0.67 |
-0.97 |
2.31 |
0.84 |
0.42 |
| Other ethnicity |
-0.04 |
-1.06 |
0.99 |
0.52 |
0.94 |
| Key worker |
-0.53 |
-0.73 |
-0.33 |
0.10 |
1.47e-07 |
| Time difference: Lockdown to baseline |
0.09 |
0.03 |
0.15 |
0.03 |
0.003 |
| Highest education NVQ |
-0.06 |
-0.53 |
0.41 |
0.24 |
0.80 |
| Highest education A-Levels |
-0.64 |
-1.02 |
-0.26 |
0.19 |
9.46e-04 |
| Highest education University |
-0.79 |
-1.14 |
-0.44 |
0.18 |
1.19e-05 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 8.39" " 7.36" " 9.41" 0.52 2.65e-57
2 pcl.sum_score_prepan " 0.50" " 0.49" " 0.52" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.65" " 0.02" " 1.28" 0.32 0.04
4 Only depressive disorder "-0.17" "-0.86" " 0.51" 0.35 0.62
5 Only anxiety disorder "-0.66" "-1.37" " 0.06" 0.36 0.07
6 Eating disorders " 0.50" " 0.19" " 0.81" 0.16 0.001
7 OCDs " 0.49" " 0.20" " 0.78" 0.15 8.84e-04
8 Psychotic and bipolar disorder "-0.19" "-1.02" " 0.65" 0.43 0.66
9 Only psychotic disorder " 0.00" "-0.70" " 0.71" 0.36 0.99
10 Only bipolar disorder " 0.57" " 0.15" " 0.99" 0.21 0.008
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11081 0.02 0.02 32.92 1.45e-39 6
Sensitivity anlayses based on employment prior to covid
Function change to include employment prior to covid as predictors
GAD baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
8.52 |
8.09 |
8.95 |
0.22 |
1.28e-322 |
| Depressive and anxiety disorder |
4.40 |
4.25 |
4.54 |
0.07 |
0.00e+00 |
| Only depressive disorder |
1.76 |
1.57 |
1.94 |
0.09 |
1.08e-78 |
| Only anxiety disorder |
3.01 |
2.77 |
3.24 |
0.12 |
2.94e-142 |
| Eating disorders |
0.97 |
0.73 |
1.21 |
0.12 |
2.39e-15 |
| OCDs |
1.36 |
1.13 |
1.59 |
0.12 |
6.38e-31 |
| Psychotic and bipolar disorder |
0.98 |
0.32 |
1.65 |
0.34 |
0.004 |
| Only psychotic disorder |
0.22 |
-0.35 |
0.78 |
0.29 |
0.45 |
| Only bipolar disorder |
0.47 |
0.11 |
0.83 |
0.18 |
0.010 |
| PTSD |
1.44 |
1.23 |
1.66 |
0.11 |
5.96e-39 |
| ASD |
1.26 |
0.84 |
1.69 |
0.22 |
5.57e-09 |
| ADHD |
0.42 |
-0.14 |
0.98 |
0.28 |
0.14 |
| Personality disorder |
1.43 |
1.11 |
1.75 |
0.16 |
1.94e-18 |
| Female |
0.93 |
0.79 |
1.06 |
0.07 |
2.32e-41 |
| Non-binary/Self-defined |
0.70 |
0.16 |
1.25 |
0.28 |
0.01 |
| 19-25 years |
-1.53 |
-1.91 |
-1.14 |
0.20 |
5.23e-15 |
| 26-35 years |
-3.09 |
-3.47 |
-2.71 |
0.19 |
5.95e-57 |
| 36-45 years |
-3.87 |
-4.25 |
-3.48 |
0.20 |
9.47e-85 |
| 46-55 years |
-4.39 |
-4.77 |
-4.01 |
0.19 |
1.55e-112 |
| 56-65 years |
-5.08 |
-5.47 |
-4.70 |
0.20 |
5.07e-146 |
| 66-70 years |
-5.69 |
-6.13 |
-5.26 |
0.22 |
5.42e-144 |
| 71-75 years |
-5.90 |
-6.36 |
-5.44 |
0.23 |
5.86e-139 |
| 76+ years |
-5.78 |
-6.33 |
-5.22 |
0.28 |
8.00e-92 |
| Mixed or multiple ethnic origins |
0.16 |
-0.27 |
0.59 |
0.22 |
0.47 |
| Asian or Asian British |
0.05 |
-0.46 |
0.56 |
0.26 |
0.85 |
| African or African British |
-0.20 |
-1.10 |
0.70 |
0.46 |
0.67 |
| Other ethnicity |
0.69 |
-0.11 |
1.49 |
0.41 |
0.09 |
| Key worker |
0.04 |
-0.10 |
0.18 |
0.07 |
0.59 |
| Time difference: Lockdown to baseline |
-0.25 |
-0.28 |
-0.22 |
0.01 |
4.65e-67 |
| Unemployed |
1.79 |
1.53 |
2.06 |
0.13 |
4.97e-41 |
| Student |
0.59 |
0.27 |
0.91 |
0.16 |
3.00e-04 |
| Retired |
-0.21 |
-0.42 |
0.00 |
0.11 |
0.05 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 8.52" " 8.09" " 8.95" 0.22 1.28e-322
2 Depressive and anxiety disorder " 4.40" " 4.25" " 4.54" 0.07 0.00e+00
3 Only depressive disorder " 1.76" " 1.57" " 1.94" 0.09 1.08e-78
4 Only anxiety disorder " 3.01" " 2.77" " 3.24" 0.12 2.94e-142
5 Eating disorders " 0.97" " 0.73" " 1.21" 0.12 2.39e-15
6 OCDs " 1.36" " 1.13" " 1.59" 0.12 6.38e-31
7 Psychotic and bipolar disorder " 0.98" " 0.32" " 1.65" 0.34 0.004
8 Only psychotic disorder " 0.22" "-0.35" " 0.78" 0.29 0.45
9 Only bipolar disorder " 0.47" " 0.11" " 0.83" 0.18 0.010
10 PTSD " 1.44" " 1.23" " 1.66" 0.11 5.96e-39
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31331 0.22 0.22 1503.62 0.00e+00 6
GAD retro
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
6.59 |
6.09 |
7.08 |
0.25 |
1.24e-145 |
| gad.sum_score_retro |
0.51 |
0.49 |
0.53 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.05 |
1.86 |
2.24 |
0.10 |
8.50e-101 |
| Only depressive disorder |
0.79 |
0.55 |
1.02 |
0.12 |
4.67e-11 |
| Only anxiety disorder |
1.62 |
1.34 |
1.90 |
0.14 |
1.60e-30 |
| Eating disorders |
0.58 |
0.32 |
0.85 |
0.14 |
1.82e-05 |
| OCDs |
0.61 |
0.36 |
0.87 |
0.13 |
2.88e-06 |
| Psychotic and bipolar disorder |
0.72 |
-0.03 |
1.46 |
0.38 |
0.06 |
| Only psychotic disorder |
0.04 |
-0.61 |
0.69 |
0.33 |
0.90 |
| Only bipolar disorder |
0.28 |
-0.13 |
0.68 |
0.21 |
0.18 |
| PTSD |
0.90 |
0.66 |
1.14 |
0.12 |
2.85e-13 |
| ASD |
0.75 |
0.28 |
1.22 |
0.24 |
0.002 |
| ADHD |
0.25 |
-0.37 |
0.86 |
0.32 |
0.44 |
| Personality disorder |
0.78 |
0.42 |
1.14 |
0.18 |
2.12e-05 |
| Female |
0.66 |
0.48 |
0.85 |
0.09 |
1.14e-12 |
| Non-binary/Self-defined |
-0.10 |
-0.71 |
0.52 |
0.32 |
0.76 |
| 19-25 years |
-0.15 |
-0.57 |
0.26 |
0.21 |
0.47 |
| 26-35 years |
-1.10 |
-1.52 |
-0.68 |
0.21 |
2.45e-07 |
| 36-45 years |
-1.73 |
-2.16 |
-1.30 |
0.22 |
2.27e-15 |
| 46-55 years |
-1.96 |
-2.38 |
-1.53 |
0.22 |
1.31e-19 |
| 56-65 years |
-2.22 |
-2.65 |
-1.79 |
0.22 |
1.30e-23 |
| 66-70 years |
-2.46 |
-2.99 |
-1.94 |
0.27 |
5.77e-20 |
| 71-75 years |
-2.87 |
-3.45 |
-2.29 |
0.30 |
2.78e-22 |
| 76+ years |
-2.91 |
-3.71 |
-2.11 |
0.41 |
8.79e-13 |
| Mixed or multiple ethnic origins |
-0.28 |
-0.77 |
0.21 |
0.25 |
0.27 |
| Asian or Asian British |
0.01 |
-0.62 |
0.64 |
0.32 |
0.98 |
| African or African British |
-0.22 |
-1.32 |
0.88 |
0.56 |
0.70 |
| Other ethnicity |
0.21 |
-0.69 |
1.10 |
0.46 |
0.65 |
| Key worker |
0.30 |
0.13 |
0.47 |
0.09 |
5.16e-04 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.27 |
-0.20 |
0.02 |
7.40e-42 |
| Unemployed |
0.80 |
0.49 |
1.10 |
0.16 |
3.15e-07 |
| Student |
0.46 |
0.11 |
0.81 |
0.18 |
0.01 |
| Retired |
-0.03 |
-0.31 |
0.25 |
0.14 |
0.81 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 6.59" " 6.09" " 7.08" 0.25 1.24e-145
2 gad.sum_score_retro " 0.51" " 0.49" " 0.53" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.05" " 1.86" " 2.24" 0.10 8.50e-101
4 Only depressive disorder " 0.79" " 0.55" " 1.02" 0.12 4.67e-11
5 Only anxiety disorder " 1.62" " 1.34" " 1.90" 0.14 1.60e-30
6 Eating disorders " 0.58" " 0.32" " 0.85" 0.14 1.82e-05
7 OCDs " 0.61" " 0.36" " 0.87" 0.13 2.88e-06
8 Psychotic and bipolar disorder " 0.72" "-0.03" " 1.46" 0.38 0.06
9 Only psychotic disorder " 0.04" "-0.61" " 0.69" 0.33 0.90
10 Only bipolar disorder " 0.28" "-0.13" " 0.68" 0.21 0.18
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23100 |
0.15 |
0.15 |
660.52 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23100 0.15 0.15 660.52 0.00e+00 6
GAD prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.30 |
2.28 |
4.33 |
0.52 |
2.83e-10 |
| pcl.sum_score_prepan |
0.36 |
0.35 |
0.38 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.84 |
0.20 |
1.48 |
0.33 |
0.010 |
| Only depressive disorder |
-0.83 |
-1.51 |
-0.14 |
0.35 |
0.02 |
| Only anxiety disorder |
0.72 |
0.00 |
1.44 |
0.37 |
0.05 |
| Eating disorders |
0.85 |
0.53 |
1.17 |
0.16 |
2.50e-07 |
| OCDs |
0.82 |
0.51 |
1.12 |
0.15 |
1.11e-07 |
| Psychotic and bipolar disorder |
-0.24 |
-1.14 |
0.66 |
0.46 |
0.60 |
| Only psychotic disorder |
-0.13 |
-0.87 |
0.61 |
0.38 |
0.73 |
| Only bipolar disorder |
0.09 |
-0.36 |
0.53 |
0.23 |
0.70 |
| PTSD |
0.17 |
-0.13 |
0.46 |
0.15 |
0.26 |
| ASD |
0.74 |
0.14 |
1.34 |
0.31 |
0.02 |
| ADHD |
-0.02 |
-0.84 |
0.80 |
0.42 |
0.96 |
| Personality disorder |
0.37 |
-0.04 |
0.78 |
0.21 |
0.08 |
| Female |
0.54 |
0.28 |
0.80 |
0.13 |
6.08e-05 |
| Non-binary/Self-defined |
0.21 |
-0.55 |
0.96 |
0.38 |
0.59 |
| 19-25 years |
-0.42 |
-1.05 |
0.22 |
0.32 |
0.20 |
| 26-35 years |
-1.44 |
-2.07 |
-0.80 |
0.32 |
8.72e-06 |
| 36-45 years |
-1.90 |
-2.55 |
-1.26 |
0.33 |
7.59e-09 |
| 46-55 years |
-2.32 |
-2.96 |
-1.67 |
0.33 |
1.93e-12 |
| 56-65 years |
-2.89 |
-3.57 |
-2.21 |
0.35 |
8.33e-17 |
| 66-70 years |
-3.55 |
-4.42 |
-2.68 |
0.44 |
1.27e-15 |
| 71-75 years |
-3.72 |
-4.73 |
-2.71 |
0.52 |
5.78e-13 |
| 76+ years |
-3.24 |
-4.82 |
-1.65 |
0.81 |
6.19e-05 |
| Mixed or multiple ethnic origins |
0.15 |
-0.52 |
0.82 |
0.34 |
0.67 |
| Asian or Asian British |
-0.23 |
-1.32 |
0.85 |
0.55 |
0.67 |
| African or African British |
-0.33 |
-2.02 |
1.36 |
0.86 |
0.70 |
| Other ethnicity |
0.52 |
-0.53 |
1.57 |
0.53 |
0.33 |
| Key worker |
0.09 |
-0.14 |
0.33 |
0.12 |
0.44 |
| Time difference: Lockdown to baseline |
-0.01 |
-0.07 |
0.05 |
0.03 |
0.79 |
| Unemployed |
1.13 |
0.75 |
1.51 |
0.19 |
3.87e-09 |
| Student |
0.41 |
-0.07 |
0.88 |
0.24 |
0.09 |
| Retired |
0.06 |
-0.38 |
0.51 |
0.23 |
0.79 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.30" " 2.28" " 4.33" 0.52 2.83e-10
2 pcl.sum_score_prepan " 0.36" " 0.35" " 0.38" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.84" " 0.20" " 1.48" 0.33 0.010
4 Only depressive disorder "-0.83" "-1.51" "-0.14" 0.35 0.02
5 Only anxiety disorder " 0.72" " 0.00" " 1.44" 0.37 0.05
6 Eating disorders " 0.85" " 0.53" " 1.17" 0.16 2.50e-07
7 OCDs " 0.82" " 0.51" " 1.12" 0.15 1.11e-07
8 Psychotic and bipolar disorder "-0.24" "-1.14" " 0.66" 0.46 0.60
9 Only psychotic disorder "-0.13" "-0.87" " 0.61" 0.38 0.73
10 Only bipolar disorder " 0.09" "-0.36" " 0.53" 0.23 0.70
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11165 0.01 0.01 11.04 2.61e-12 6
PHQ baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
11.55 |
11.07 |
12.04 |
0.25 |
0.00e+00 |
| Depressive and anxiety disorder |
5.26 |
5.10 |
5.42 |
0.08 |
0.00e+00 |
| Only depressive disorder |
3.27 |
3.07 |
3.48 |
0.10 |
3.90e-210 |
| Only anxiety disorder |
1.97 |
1.71 |
2.23 |
0.13 |
4.28e-50 |
| Eating disorders |
1.55 |
1.28 |
1.82 |
0.14 |
1.73e-29 |
| OCDs |
1.29 |
1.03 |
1.55 |
0.13 |
2.48e-22 |
| Psychotic and bipolar disorder |
0.47 |
-0.28 |
1.23 |
0.38 |
0.22 |
| Only psychotic disorder |
0.47 |
-0.16 |
1.11 |
0.32 |
0.14 |
| Only bipolar disorder |
1.19 |
0.79 |
1.60 |
0.21 |
7.37e-09 |
| PTSD |
1.80 |
1.56 |
2.05 |
0.12 |
1.18e-47 |
| ASD |
1.25 |
0.77 |
1.73 |
0.24 |
2.91e-07 |
| ADHD |
1.20 |
0.58 |
1.83 |
0.32 |
1.66e-04 |
| Personality disorder |
2.42 |
2.06 |
2.78 |
0.18 |
2.08e-39 |
| Female |
0.86 |
0.71 |
1.01 |
0.08 |
8.49e-29 |
| Non-binary/Self-defined |
1.36 |
0.74 |
1.98 |
0.31 |
1.56e-05 |
| 19-25 years |
-3.47 |
-3.90 |
-3.04 |
0.22 |
7.38e-56 |
| 26-35 years |
-5.53 |
-5.96 |
-5.10 |
0.22 |
8.15e-140 |
| 36-45 years |
-6.29 |
-6.73 |
-5.86 |
0.22 |
6.68e-174 |
| 46-55 years |
-6.63 |
-7.06 |
-6.20 |
0.22 |
2.09e-199 |
| 56-65 years |
-7.46 |
-7.89 |
-7.03 |
0.22 |
5.29e-245 |
| 66-70 years |
-8.24 |
-8.73 |
-7.76 |
0.25 |
3.09e-235 |
| 71-75 years |
-8.41 |
-8.93 |
-7.90 |
0.26 |
1.98e-220 |
| 76+ years |
-8.26 |
-8.89 |
-7.64 |
0.32 |
2.51e-146 |
| Mixed or multiple ethnic origins |
0.43 |
-0.05 |
0.92 |
0.25 |
0.08 |
| Asian or Asian British |
0.24 |
-0.33 |
0.81 |
0.29 |
0.41 |
| African or African British |
0.10 |
-0.92 |
1.11 |
0.52 |
0.85 |
| Other ethnicity |
0.75 |
-0.16 |
1.65 |
0.46 |
0.10 |
| Key worker |
0.02 |
-0.14 |
0.18 |
0.08 |
0.81 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.26 |
-0.20 |
0.02 |
3.92e-44 |
| Unemployed |
3.26 |
2.96 |
3.55 |
0.15 |
1.69e-103 |
| Student |
1.06 |
0.70 |
1.43 |
0.18 |
7.96e-09 |
| Retired |
-0.07 |
-0.31 |
0.16 |
0.12 |
0.55 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "11.55" "11.07" "12.04" 0.25 0.00e+00
2 Depressive and anxiety disorder " 5.26" " 5.10" " 5.42" 0.08 0.00e+00
3 Only depressive disorder " 3.27" " 3.07" " 3.48" 0.10 3.90e-210
4 Only anxiety disorder " 1.97" " 1.71" " 2.23" 0.13 4.28e-50
5 Eating disorders " 1.55" " 1.28" " 1.82" 0.14 1.73e-29
6 OCDs " 1.29" " 1.03" " 1.55" 0.13 2.48e-22
7 Psychotic and bipolar disorder " 0.47" "-0.28" " 1.23" 0.38 0.22
8 Only psychotic disorder " 0.47" "-0.16" " 1.11" 0.32 0.14
9 Only bipolar disorder " 1.19" " 0.79" " 1.60" 0.21 7.37e-09
10 PTSD " 1.80" " 1.56" " 2.05" 0.12 1.18e-47
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31315 0.26 0.26 1846.76 0.00e+00 6
PHQ retro
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
8.64 |
8.13 |
9.14 |
0.26 |
4.21e-239 |
| phq.sum_score_retro |
0.58 |
0.56 |
0.59 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.18 |
1.99 |
2.38 |
0.10 |
5.18e-106 |
| Only depressive disorder |
1.39 |
1.14 |
1.63 |
0.12 |
2.30e-29 |
| Only anxiety disorder |
0.78 |
0.49 |
1.07 |
0.15 |
1.36e-07 |
| Eating disorders |
0.86 |
0.58 |
1.14 |
0.14 |
1.15e-09 |
| OCDs |
0.55 |
0.29 |
0.82 |
0.14 |
4.53e-05 |
| Psychotic and bipolar disorder |
-0.19 |
-0.96 |
0.57 |
0.39 |
0.62 |
| Only psychotic disorder |
-0.12 |
-0.79 |
0.55 |
0.34 |
0.73 |
| Only bipolar disorder |
0.64 |
0.21 |
1.06 |
0.22 |
0.003 |
| PTSD |
1.03 |
0.77 |
1.28 |
0.13 |
1.36e-15 |
| ASD |
0.68 |
0.20 |
1.17 |
0.25 |
0.006 |
| ADHD |
0.59 |
-0.06 |
1.23 |
0.33 |
0.07 |
| Personality disorder |
1.15 |
0.77 |
1.52 |
0.19 |
1.57e-09 |
| Female |
0.64 |
0.45 |
0.83 |
0.09 |
1.47e-11 |
| Non-binary/Self-defined |
0.51 |
-0.13 |
1.14 |
0.32 |
0.12 |
| 19-25 years |
-1.72 |
-2.15 |
-1.30 |
0.22 |
1.91e-15 |
| 26-35 years |
-2.94 |
-3.37 |
-2.51 |
0.22 |
2.13e-41 |
| 36-45 years |
-3.46 |
-3.90 |
-3.02 |
0.22 |
1.33e-53 |
| 46-55 years |
-3.48 |
-3.92 |
-3.05 |
0.22 |
7.38e-56 |
| 56-65 years |
-3.73 |
-4.17 |
-3.28 |
0.23 |
2.74e-60 |
| 66-70 years |
-4.13 |
-4.67 |
-3.59 |
0.28 |
4.80e-50 |
| 71-75 years |
-4.21 |
-4.81 |
-3.61 |
0.31 |
6.98e-43 |
| 76+ years |
-4.30 |
-5.11 |
-3.48 |
0.42 |
1.00e-24 |
| Mixed or multiple ethnic origins |
0.14 |
-0.37 |
0.65 |
0.26 |
0.59 |
| Asian or Asian British |
0.16 |
-0.48 |
0.80 |
0.32 |
0.62 |
| African or African British |
0.06 |
-1.04 |
1.15 |
0.56 |
0.92 |
| Other ethnicity |
-0.09 |
-1.01 |
0.82 |
0.47 |
0.84 |
| Key worker |
0.20 |
0.02 |
0.37 |
0.09 |
0.03 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.26 |
-0.19 |
0.02 |
1.78e-37 |
| Unemployed |
0.95 |
0.64 |
1.27 |
0.16 |
4.03e-09 |
| Student |
0.56 |
0.20 |
0.92 |
0.18 |
0.002 |
| Retired |
-0.05 |
-0.34 |
0.25 |
0.15 |
0.76 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 8.64" " 8.13" " 9.14" 0.26 4.21e-239
2 phq.sum_score_retro " 0.58" " 0.56" " 0.59" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.18" " 1.99" " 2.38" 0.10 5.18e-106
4 Only depressive disorder " 1.39" " 1.14" " 1.63" 0.12 2.30e-29
5 Only anxiety disorder " 0.78" " 0.49" " 1.07" 0.15 1.36e-07
6 Eating disorders " 0.86" " 0.58" " 1.14" 0.14 1.15e-09
7 OCDs " 0.55" " 0.29" " 0.82" 0.14 4.53e-05
8 Psychotic and bipolar disorder "-0.19" "-0.96" " 0.57" 0.39 0.62
9 Only psychotic disorder "-0.12" "-0.79" " 0.55" 0.34 0.73
10 Only bipolar disorder " 0.64" " 0.21" " 1.06" 0.22 0.003
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23090 |
0.18 |
0.18 |
844.05 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23090 0.18 0.18 844.05 0.00e+00 6
PHQ prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.10 |
3.97 |
6.24 |
0.58 |
1.58e-18 |
| pcl.sum_score_prepan |
0.43 |
0.41 |
0.45 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.97 |
0.26 |
1.67 |
0.36 |
0.007 |
| Only depressive disorder |
0.82 |
0.05 |
1.58 |
0.39 |
0.04 |
| Only anxiety disorder |
-1.19 |
-1.99 |
-0.39 |
0.41 |
0.003 |
| Eating disorders |
1.37 |
1.01 |
1.72 |
0.18 |
7.08e-14 |
| OCDs |
0.68 |
0.35 |
1.01 |
0.17 |
6.25e-05 |
| Psychotic and bipolar disorder |
-1.05 |
-2.05 |
-0.05 |
0.51 |
0.04 |
| Only psychotic disorder |
0.13 |
-0.69 |
0.94 |
0.42 |
0.76 |
| Only bipolar disorder |
0.60 |
0.10 |
1.09 |
0.25 |
0.02 |
| PTSD |
0.04 |
-0.28 |
0.37 |
0.17 |
0.80 |
| ASD |
0.52 |
-0.15 |
1.18 |
0.34 |
0.13 |
| ADHD |
0.35 |
-0.56 |
1.26 |
0.46 |
0.45 |
| Personality disorder |
0.99 |
0.53 |
1.45 |
0.23 |
2.22e-05 |
| Female |
0.22 |
-0.07 |
0.51 |
0.15 |
0.14 |
| Non-binary/Self-defined |
0.57 |
-0.27 |
1.40 |
0.43 |
0.18 |
| 19-25 years |
-1.62 |
-2.33 |
-0.92 |
0.36 |
6.27e-06 |
| 26-35 years |
-2.96 |
-3.66 |
-2.25 |
0.36 |
1.80e-16 |
| 36-45 years |
-3.47 |
-4.19 |
-2.76 |
0.36 |
2.33e-21 |
| 46-55 years |
-3.64 |
-4.35 |
-2.92 |
0.36 |
2.47e-23 |
| 56-65 years |
-4.38 |
-5.13 |
-3.62 |
0.38 |
7.82e-30 |
| 66-70 years |
-5.65 |
-6.61 |
-4.69 |
0.49 |
2.05e-30 |
| 71-75 years |
-6.08 |
-7.20 |
-4.96 |
0.57 |
2.20e-26 |
| 76+ years |
-5.47 |
-7.24 |
-3.70 |
0.90 |
1.47e-09 |
| Mixed or multiple ethnic origins |
0.50 |
-0.25 |
1.25 |
0.38 |
0.19 |
| Asian or Asian British |
-0.25 |
-1.45 |
0.96 |
0.61 |
0.68 |
| African or African British |
0.02 |
-1.85 |
1.89 |
0.96 |
0.98 |
| Other ethnicity |
0.26 |
-0.90 |
1.42 |
0.59 |
0.66 |
| Key worker |
0.02 |
-0.24 |
0.28 |
0.13 |
0.86 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.06 |
| Unemployed |
2.56 |
2.14 |
2.98 |
0.21 |
3.74e-33 |
| Student |
0.80 |
0.27 |
1.33 |
0.27 |
0.003 |
| Retired |
0.60 |
0.10 |
1.09 |
0.25 |
0.02 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.10" " 3.97" " 6.24" 0.58 1.58e-18
2 pcl.sum_score_prepan " 0.43" " 0.41" " 0.45" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.97" " 0.26" " 1.67" 0.36 0.007
4 Only depressive disorder " 0.82" " 0.05" " 1.58" 0.39 0.04
5 Only anxiety disorder "-1.19" "-1.99" "-0.39" 0.41 0.003
6 Eating disorders " 1.37" " 1.01" " 1.72" 0.18 7.08e-14
7 OCDs " 0.68" " 0.35" " 1.01" 0.17 6.25e-05
8 Psychotic and bipolar disorder "-1.05" "-2.05" "-0.05" 0.51 0.04
9 Only psychotic disorder " 0.13" "-0.69" " 0.94" 0.42 0.76
10 Only bipolar disorder " 0.60" " 0.10" " 1.09" 0.25 0.02
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11162 0.02 0.02 44.52 4.15e-54 6
OCIR baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
24.03 |
21.99 |
26.07 |
1.04 |
3.31e-112 |
| Depressive and anxiety disorder |
3.06 |
2.16 |
3.96 |
0.46 |
3.15e-11 |
| Only depressive disorder |
0.40 |
-0.81 |
1.61 |
0.62 |
0.51 |
| Only anxiety disorder |
1.01 |
-0.21 |
2.23 |
0.62 |
0.11 |
| Eating disorders |
0.59 |
-0.52 |
1.70 |
0.56 |
0.30 |
| OCDs |
6.39 |
5.42 |
7.36 |
0.49 |
1.39e-37 |
| Psychotic and bipolar disorder |
6.55 |
3.94 |
9.16 |
1.33 |
9.13e-07 |
| Only psychotic disorder |
3.52 |
1.06 |
5.98 |
1.26 |
0.005 |
| Only bipolar disorder |
3.01 |
1.27 |
4.75 |
0.89 |
6.95e-04 |
| PTSD |
2.01 |
1.03 |
2.99 |
0.50 |
5.63e-05 |
| ASD |
7.25 |
5.47 |
9.03 |
0.91 |
1.59e-15 |
| ADHD |
2.18 |
-0.21 |
4.57 |
1.22 |
0.07 |
| Personality disorder |
2.70 |
1.29 |
4.10 |
0.72 |
1.68e-04 |
| Female |
-1.13 |
-2.05 |
-0.20 |
0.47 |
0.02 |
| Non-binary/Self-defined |
-0.93 |
-3.47 |
1.62 |
1.30 |
0.47 |
| 19-25 years |
-6.57 |
-8.22 |
-4.93 |
0.84 |
5.72e-15 |
| 26-35 years |
-8.49 |
-10.15 |
-6.82 |
0.85 |
3.52e-23 |
| 36-45 years |
-8.89 |
-10.64 |
-7.15 |
0.89 |
3.26e-23 |
| 46-55 years |
-8.75 |
-10.44 |
-7.05 |
0.86 |
7.84e-24 |
| 56-65 years |
-9.06 |
-10.79 |
-7.33 |
0.88 |
2.20e-24 |
| 66-70 years |
-8.17 |
-10.41 |
-5.94 |
1.14 |
8.68e-13 |
| 71-75 years |
-9.25 |
-11.74 |
-6.76 |
1.27 |
3.51e-13 |
| 76+ years |
-10.99 |
-14.79 |
-7.20 |
1.93 |
1.40e-08 |
| Mixed or multiple ethnic origins |
0.89 |
-1.32 |
3.09 |
1.13 |
0.43 |
| Asian or Asian British |
5.34 |
2.49 |
8.18 |
1.45 |
2.40e-04 |
| African or African British |
3.59 |
-2.05 |
9.23 |
2.88 |
0.21 |
| Other ethnicity |
1.93 |
-1.55 |
5.42 |
1.78 |
0.28 |
| Key worker |
0.02 |
-0.80 |
0.85 |
0.42 |
0.95 |
| Time difference: Lockdown to baseline |
-0.44 |
-0.60 |
-0.29 |
0.08 |
3.10e-08 |
| Unemployed |
3.71 |
2.44 |
4.97 |
0.65 |
1.01e-08 |
| Student |
-0.07 |
-1.58 |
1.44 |
0.77 |
0.93 |
| Retired |
-0.47 |
-1.78 |
0.84 |
0.67 |
0.49 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 24.03" " 21.99" "26.07" 1.04 3.31e-112
2 Depressive and anxiety disorder " 3.06" " 2.16" " 3.96" 0.46 3.15e-11
3 Only depressive disorder " 0.40" " -0.81" " 1.61" 0.62 0.51
4 Only anxiety disorder " 1.01" " -0.21" " 2.23" 0.62 0.11
5 Eating disorders " 0.59" " -0.52" " 1.70" 0.56 0.30
6 OCDs " 6.39" " 5.42" " 7.36" 0.49 1.39e-37
7 Psychotic and bipolar disorder " 6.55" " 3.94" " 9.16" 1.33 9.13e-07
8 Only psychotic disorder " 3.52" " 1.06" " 5.98" 1.26 0.005
9 Only bipolar disorder " 3.01" " 1.27" " 4.75" 0.89 6.95e-04
10 PTSD " 2.01" " 1.03" " 2.99" 0.50 5.63e-05
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5187 0.06 0.06 52.91 1.40e-63 6
OCIR retro
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
18.07 |
16.34 |
19.80 |
0.88 |
9.60e-89 |
| ocir.sum_score_retro |
0.74 |
0.71 |
0.76 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
-1.13 |
-1.87 |
-0.39 |
0.38 |
0.003 |
| Only depressive disorder |
-0.97 |
-1.96 |
0.02 |
0.50 |
0.06 |
| Only anxiety disorder |
-0.17 |
-1.17 |
0.83 |
0.51 |
0.74 |
| Eating disorders |
0.04 |
-0.83 |
0.91 |
0.44 |
0.93 |
| OCDs |
1.91 |
1.14 |
2.68 |
0.39 |
1.08e-06 |
| Psychotic and bipolar disorder |
3.09 |
1.07 |
5.12 |
1.03 |
0.003 |
| Only psychotic disorder |
0.75 |
-1.15 |
2.64 |
0.97 |
0.44 |
| Only bipolar disorder |
0.43 |
-0.87 |
1.74 |
0.67 |
0.52 |
| PTSD |
0.50 |
-0.26 |
1.26 |
0.39 |
0.19 |
| ASD |
2.38 |
0.97 |
3.80 |
0.72 |
9.35e-04 |
| ADHD |
1.82 |
-0.13 |
3.76 |
0.99 |
0.07 |
| Personality disorder |
0.61 |
-0.47 |
1.69 |
0.55 |
0.27 |
| Female |
-0.02 |
-0.75 |
0.72 |
0.37 |
0.97 |
| Non-binary/Self-defined |
-0.30 |
-2.31 |
1.71 |
1.02 |
0.77 |
| 19-25 years |
-5.00 |
-6.41 |
-3.59 |
0.72 |
3.86e-12 |
| 26-35 years |
-5.15 |
-6.56 |
-3.73 |
0.72 |
1.17e-12 |
| 36-45 years |
-5.41 |
-6.87 |
-3.94 |
0.75 |
5.86e-13 |
| 46-55 years |
-5.14 |
-6.57 |
-3.70 |
0.73 |
2.42e-12 |
| 56-65 years |
-3.91 |
-5.39 |
-2.44 |
0.75 |
1.93e-07 |
| 66-70 years |
-3.23 |
-5.08 |
-1.38 |
0.94 |
6.39e-04 |
| 71-75 years |
-3.57 |
-5.63 |
-1.50 |
1.05 |
7.07e-04 |
| 76+ years |
-5.62 |
-9.04 |
-2.20 |
1.74 |
0.001 |
| Mixed or multiple ethnic origins |
1.03 |
-0.69 |
2.74 |
0.87 |
0.24 |
| Asian or Asian British |
3.73 |
1.26 |
6.19 |
1.26 |
0.003 |
| African or African British |
1.88 |
-2.62 |
6.38 |
2.29 |
0.41 |
| Other ethnicity |
0.95 |
-1.72 |
3.61 |
1.36 |
0.49 |
| Key worker |
-0.06 |
-0.71 |
0.58 |
0.33 |
0.85 |
| Time difference: Lockdown to baseline |
-1.36 |
-1.48 |
-1.23 |
0.06 |
7.51e-96 |
| Unemployed |
1.36 |
0.36 |
2.36 |
0.51 |
0.008 |
| Student |
-0.24 |
-1.48 |
1.00 |
0.63 |
0.71 |
| Retired |
-0.33 |
-1.37 |
0.70 |
0.53 |
0.53 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "18.07" "16.34" "19.80" 0.88 9.60e-89
2 ocir.sum_score_retro " 0.74" " 0.71" " 0.76" 0.01 0.00e+00
3 Depressive and anxiety disorder "-1.13" "-1.87" "-0.39" 0.38 0.003
4 Only depressive disorder "-0.97" "-1.96" " 0.02" 0.50 0.06
5 Only anxiety disorder "-0.17" "-1.17" " 0.83" 0.51 0.74
6 Eating disorders " 0.04" "-0.83" " 0.91" 0.44 0.93
7 OCDs " 1.91" " 1.14" " 2.68" 0.39 1.08e-06
8 Psychotic and bipolar disorder " 3.09" " 1.07" " 5.12" 1.03 0.003
9 Only psychotic disorder " 0.75" "-1.15" " 2.64" 0.97 0.44
10 Only bipolar disorder " 0.43" "-0.87" " 1.74" 0.67 0.52
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5094 |
0.06 |
0.06 |
51.24 |
1.63e-61 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5094 0.06 0.06 51.24 1.63e-61 6
OCIR prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
7.90 |
1.55 |
14.25 |
3.24 |
0.01 |
| pcl.sum_score_prepan |
0.59 |
0.49 |
0.69 |
0.05 |
2.12e-31 |
| Depressive and anxiety disorder |
-4.87 |
-9.31 |
-0.43 |
2.26 |
0.03 |
| Only depressive disorder |
-5.61 |
-10.43 |
-0.79 |
2.45 |
0.02 |
| Only anxiety disorder |
-6.11 |
-10.90 |
-1.31 |
2.44 |
0.01 |
| Eating disorders |
1.15 |
-0.46 |
2.76 |
0.82 |
0.16 |
| OCDs |
6.29 |
4.91 |
7.66 |
0.70 |
8.43e-19 |
| Psychotic and bipolar disorder |
3.37 |
-0.69 |
7.43 |
2.07 |
0.10 |
| Only psychotic disorder |
0.47 |
-2.86 |
3.79 |
1.70 |
0.78 |
| Only bipolar disorder |
2.57 |
0.27 |
4.86 |
1.17 |
0.03 |
| PTSD |
-0.11 |
-1.53 |
1.31 |
0.72 |
0.88 |
| ASD |
5.30 |
2.29 |
8.31 |
1.53 |
5.72e-04 |
| ADHD |
0.32 |
-4.25 |
4.89 |
2.33 |
0.89 |
| Personality disorder |
1.93 |
0.00 |
3.86 |
0.99 |
0.05 |
| Female |
-0.05 |
-1.63 |
1.54 |
0.81 |
0.95 |
| Non-binary/Self-defined |
1.23 |
-2.65 |
5.10 |
1.98 |
0.53 |
| 19-25 years |
-1.89 |
-5.71 |
1.93 |
1.95 |
0.33 |
| 26-35 years |
-2.59 |
-6.38 |
1.20 |
1.93 |
0.18 |
| 36-45 years |
-3.11 |
-6.96 |
0.73 |
1.96 |
0.11 |
| 46-55 years |
-1.79 |
-5.63 |
2.06 |
1.96 |
0.36 |
| 56-65 years |
-3.67 |
-7.70 |
0.36 |
2.05 |
0.07 |
| 66-70 years |
-4.59 |
-9.80 |
0.62 |
2.66 |
0.08 |
| 71-75 years |
-5.85 |
-12.11 |
0.40 |
3.19 |
0.07 |
| 76+ years |
-2.15 |
-13.58 |
9.27 |
5.83 |
0.71 |
| Mixed or multiple ethnic origins |
2.02 |
-1.42 |
5.46 |
1.75 |
0.25 |
| Asian or Asian British |
6.09 |
-1.51 |
13.69 |
3.88 |
0.12 |
| African or African British |
14.05 |
1.73 |
26.38 |
6.28 |
0.03 |
| Other ethnicity |
3.05 |
-2.17 |
8.26 |
2.66 |
0.25 |
| Key worker |
0.66 |
-0.67 |
2.00 |
0.68 |
0.33 |
| Time difference: Lockdown to baseline |
0.29 |
-0.04 |
0.63 |
0.17 |
0.08 |
| Unemployed |
3.80 |
1.95 |
5.64 |
0.94 |
5.73e-05 |
| Student |
1.29 |
-1.25 |
3.83 |
1.29 |
0.32 |
| Retired |
2.92 |
0.52 |
5.33 |
1.23 |
0.02 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 7.90" " 1.55" "14.25" 3.24 0.01
2 pcl.sum_score_prepan " 0.59" " 0.49" " 0.69" 0.05 2.12e-31
3 Depressive and anxiety disorder "-4.87" " -9.31" "-0.43" 2.26 0.03
4 Only depressive disorder "-5.61" "-10.43" "-0.79" 2.45 0.02
5 Only anxiety disorder "-6.11" "-10.90" "-1.31" 2.44 0.01
6 Eating disorders " 1.15" " -0.46" " 2.76" 0.82 0.16
7 OCDs " 6.29" " 4.91" " 7.66" 0.70 8.43e-19
8 Psychotic and bipolar disorder " 3.37" " -0.69" " 7.43" 2.07 0.10
9 Only psychotic disorder " 0.47" " -2.86" " 3.79" 1.70 0.78
10 Only bipolar disorder " 2.57" " 0.27" " 4.86" 1.17 0.03
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1786 0.03 0.03 10.03 6.36e-11 6
PCL baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
13.21 |
12.78 |
13.63 |
0.22 |
0.00e+00 |
| Depressive and anxiety disorder |
5.01 |
4.87 |
5.15 |
0.07 |
0.00e+00 |
| Only depressive disorder |
2.58 |
2.40 |
2.76 |
0.09 |
1.45e-171 |
| Only anxiety disorder |
2.40 |
2.17 |
2.63 |
0.12 |
3.33e-94 |
| Eating disorders |
0.82 |
0.58 |
1.06 |
0.12 |
9.35e-12 |
| OCDs |
1.19 |
0.97 |
1.42 |
0.12 |
8.84e-25 |
| Psychotic and bipolar disorder |
1.49 |
0.84 |
2.15 |
0.34 |
8.61e-06 |
| Only psychotic disorder |
0.42 |
-0.13 |
0.98 |
0.28 |
0.13 |
| Only bipolar disorder |
0.98 |
0.63 |
1.34 |
0.18 |
6.32e-08 |
| PTSD |
2.70 |
2.48 |
2.91 |
0.11 |
3.16e-134 |
| ASD |
1.06 |
0.64 |
1.47 |
0.21 |
7.58e-07 |
| ADHD |
0.69 |
0.14 |
1.24 |
0.28 |
0.01 |
| Personality disorder |
2.14 |
1.82 |
2.46 |
0.16 |
4.32e-40 |
| Female |
0.71 |
0.58 |
0.84 |
0.07 |
9.22e-26 |
| Non-binary/Self-defined |
1.22 |
0.68 |
1.76 |
0.28 |
9.21e-06 |
| 19-25 years |
-1.81 |
-2.18 |
-1.43 |
0.19 |
6.76e-21 |
| 26-35 years |
-3.44 |
-3.82 |
-3.07 |
0.19 |
5.92e-72 |
| 36-45 years |
-4.14 |
-4.53 |
-3.76 |
0.19 |
9.80e-100 |
| 46-55 years |
-4.48 |
-4.86 |
-4.11 |
0.19 |
1.67e-120 |
| 56-65 years |
-5.07 |
-5.44 |
-4.69 |
0.19 |
2.89e-149 |
| 66-70 years |
-5.46 |
-5.89 |
-5.03 |
0.22 |
2.49e-136 |
| 71-75 years |
-5.60 |
-6.05 |
-5.15 |
0.23 |
3.32e-129 |
| 76+ years |
-5.44 |
-5.99 |
-4.89 |
0.28 |
4.12e-84 |
| Mixed or multiple ethnic origins |
0.53 |
0.10 |
0.96 |
0.22 |
0.01 |
| Asian or Asian British |
0.69 |
0.19 |
1.19 |
0.26 |
0.007 |
| African or African British |
0.90 |
0.01 |
1.79 |
0.45 |
0.05 |
| Other ethnicity |
0.54 |
-0.24 |
1.33 |
0.40 |
0.18 |
| Key worker |
-0.09 |
-0.23 |
0.06 |
0.07 |
0.23 |
| Time difference: Lockdown to baseline |
-0.03 |
-0.06 |
-0.01 |
0.01 |
0.02 |
| Unemployed |
2.37 |
2.11 |
2.63 |
0.13 |
7.47e-72 |
| Student |
0.72 |
0.40 |
1.04 |
0.16 |
8.49e-06 |
| Retired |
-0.14 |
-0.35 |
0.06 |
0.11 |
0.17 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "13.21" "12.78" "13.63" 0.22 0.00e+00
2 Depressive and anxiety disorder " 5.01" " 4.87" " 5.15" 0.07 0.00e+00
3 Only depressive disorder " 2.58" " 2.40" " 2.76" 0.09 1.45e-171
4 Only anxiety disorder " 2.40" " 2.17" " 2.63" 0.12 3.33e-94
5 Eating disorders " 0.82" " 0.58" " 1.06" 0.12 9.35e-12
6 OCDs " 1.19" " 0.97" " 1.42" 0.12 8.84e-25
7 Psychotic and bipolar disorder " 1.49" " 0.84" " 2.15" 0.34 8.61e-06
8 Only psychotic disorder " 0.42" "-0.13" " 0.98" 0.28 0.13
9 Only bipolar disorder " 0.98" " 0.63" " 1.34" 0.18 6.32e-08
10 PTSD " 2.70" " 2.48" " 2.91" 0.11 3.16e-134
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31227 0.28 0.28 1988.78 0.00e+00 6
#PCL prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
7.45 |
6.43 |
8.46 |
0.52 |
1.53e-46 |
| pcl.sum_score_prepan |
0.50 |
0.48 |
0.52 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.64 |
0.01 |
1.27 |
0.32 |
0.05 |
| Only depressive disorder |
-0.13 |
-0.81 |
0.55 |
0.35 |
0.70 |
| Only anxiety disorder |
-0.65 |
-1.36 |
0.07 |
0.36 |
0.08 |
| Eating disorders |
0.43 |
0.11 |
0.75 |
0.16 |
0.008 |
| OCDs |
0.46 |
0.17 |
0.76 |
0.15 |
0.002 |
| Psychotic and bipolar disorder |
-0.25 |
-1.13 |
0.64 |
0.45 |
0.59 |
| Only psychotic disorder |
-0.13 |
-0.86 |
0.60 |
0.37 |
0.72 |
| Only bipolar disorder |
0.44 |
0.00 |
0.88 |
0.23 |
0.05 |
| PTSD |
0.80 |
0.52 |
1.09 |
0.15 |
4.82e-08 |
| ASD |
0.45 |
-0.14 |
1.04 |
0.30 |
0.14 |
| ADHD |
0.34 |
-0.47 |
1.16 |
0.42 |
0.41 |
| Personality disorder |
0.66 |
0.25 |
1.07 |
0.21 |
0.002 |
| Female |
0.51 |
0.25 |
0.77 |
0.13 |
1.06e-04 |
| Non-binary/Self-defined |
0.53 |
-0.22 |
1.27 |
0.38 |
0.16 |
| 19-25 years |
-0.28 |
-0.91 |
0.35 |
0.32 |
0.38 |
| 26-35 years |
-1.14 |
-1.77 |
-0.52 |
0.32 |
3.34e-04 |
| 36-45 years |
-1.73 |
-2.37 |
-1.09 |
0.32 |
9.94e-08 |
| 46-55 years |
-1.85 |
-2.48 |
-1.21 |
0.32 |
1.24e-08 |
| 56-65 years |
-1.97 |
-2.64 |
-1.30 |
0.34 |
8.68e-09 |
| 66-70 years |
-2.73 |
-3.59 |
-1.88 |
0.44 |
4.51e-10 |
| 71-75 years |
-3.07 |
-4.07 |
-2.08 |
0.51 |
1.55e-09 |
| 76+ years |
-2.67 |
-4.23 |
-1.11 |
0.80 |
7.94e-04 |
| Mixed or multiple ethnic origins |
0.35 |
-0.31 |
1.02 |
0.34 |
0.30 |
| Asian or Asian British |
0.53 |
-0.55 |
1.62 |
0.55 |
0.33 |
| African or African British |
1.22 |
-0.44 |
2.88 |
0.85 |
0.15 |
| Other ethnicity |
-0.14 |
-1.18 |
0.89 |
0.53 |
0.79 |
| Key worker |
-0.26 |
-0.49 |
-0.02 |
0.12 |
0.03 |
| Time difference: Lockdown to baseline |
0.10 |
0.04 |
0.16 |
0.03 |
7.18e-04 |
| Unemployed |
1.20 |
0.83 |
1.57 |
0.19 |
2.32e-10 |
| Student |
0.27 |
-0.20 |
0.74 |
0.24 |
0.26 |
| Retired |
-0.04 |
-0.48 |
0.40 |
0.22 |
0.86 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 7.45" " 6.43" " 8.46" 0.52 1.53e-46
2 pcl.sum_score_prepan " 0.50" " 0.48" " 0.52" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.64" " 0.01" " 1.27" 0.32 0.05
4 Only depressive disorder "-0.13" "-0.81" " 0.55" 0.35 0.70
5 Only anxiety disorder "-0.65" "-1.36" " 0.07" 0.36 0.08
6 Eating disorders " 0.43" " 0.11" " 0.75" 0.16 0.008
7 OCDs " 0.46" " 0.17" " 0.76" 0.15 0.002
8 Psychotic and bipolar disorder "-0.25" "-1.13" " 0.64" 0.45 0.59
9 Only psychotic disorder "-0.13" "-0.86" " 0.60" 0.37 0.72
10 Only bipolar disorder " 0.44" " 0.00" " 0.88" 0.23 0.05
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11081 0.02 0.02 32.92 1.45e-39 6
Sensitivity anlayses based on employment change
Function change to include employment change as predictors
GAD baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
9.24 |
8.62 |
9.85 |
0.31 |
1.59e-188 |
| Depressive and anxiety disorder |
4.78 |
4.60 |
4.96 |
0.09 |
0.00e+00 |
| Only depressive disorder |
1.98 |
1.74 |
2.23 |
0.12 |
2.59e-57 |
| Only anxiety disorder |
3.28 |
2.98 |
3.58 |
0.15 |
7.36e-101 |
| Eating disorders |
0.69 |
0.40 |
0.97 |
0.14 |
1.92e-06 |
| OCDs |
1.36 |
1.09 |
1.62 |
0.14 |
3.87e-23 |
| Psychotic and bipolar disorder |
0.59 |
-0.17 |
1.36 |
0.39 |
0.13 |
| Only psychotic disorder |
0.25 |
-0.42 |
0.91 |
0.34 |
0.47 |
| Only bipolar disorder |
0.71 |
0.30 |
1.12 |
0.21 |
6.25e-04 |
| PTSD |
1.47 |
1.22 |
1.72 |
0.13 |
1.08e-30 |
| ASD |
1.05 |
0.55 |
1.55 |
0.25 |
3.70e-05 |
| ADHD |
0.41 |
-0.23 |
1.05 |
0.33 |
0.21 |
| Personality disorder |
1.96 |
1.61 |
2.31 |
0.18 |
3.93e-28 |
| Female |
0.98 |
0.80 |
1.16 |
0.09 |
4.83e-27 |
| Non-binary/Self-defined |
0.79 |
0.11 |
1.47 |
0.35 |
0.02 |
| 19-25 years |
-2.05 |
-2.62 |
-1.48 |
0.29 |
1.78e-12 |
| 26-35 years |
-3.53 |
-4.07 |
-3.00 |
0.27 |
7.78e-38 |
| 36-45 years |
-4.19 |
-4.73 |
-3.65 |
0.28 |
7.34e-52 |
| 46-55 years |
-4.66 |
-5.19 |
-4.12 |
0.27 |
7.20e-65 |
| 56-65 years |
-5.22 |
-5.76 |
-4.68 |
0.28 |
3.96e-79 |
| 66-70 years |
-6.52 |
-7.21 |
-5.82 |
0.35 |
3.93e-75 |
| 71-75 years |
-6.03 |
-6.88 |
-5.18 |
0.43 |
1.47e-43 |
| 76+ years |
-5.29 |
-6.68 |
-3.90 |
0.71 |
9.14e-14 |
| Mixed or multiple ethnic origins |
0.01 |
-0.51 |
0.52 |
0.26 |
0.98 |
| Asian or Asian British |
0.24 |
-0.42 |
0.90 |
0.34 |
0.48 |
| African or African British |
-0.33 |
-1.38 |
0.72 |
0.54 |
0.54 |
| Other ethnicity |
0.60 |
-0.38 |
1.58 |
0.50 |
0.23 |
| Key worker |
-0.50 |
-0.64 |
-0.35 |
0.08 |
3.61e-11 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.28 |
-0.21 |
0.02 |
8.48e-42 |
| Increased employment |
0.31 |
-0.05 |
0.68 |
0.19 |
0.10 |
| Furloughed |
-0.32 |
-0.59 |
-0.05 |
0.14 |
0.02 |
| employment_changeEmployment not changed |
-0.33 |
-0.54 |
-0.12 |
0.11 |
0.002 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 9.24" " 8.62" " 9.85" 0.31 1.59e-188
2 Depressive and anxiety disorder " 4.78" " 4.60" " 4.96" 0.09 0.00e+00
3 Only depressive disorder " 1.98" " 1.74" " 2.23" 0.12 2.59e-57
4 Only anxiety disorder " 3.28" " 2.98" " 3.58" 0.15 7.36e-101
5 Eating disorders " 0.69" " 0.40" " 0.97" 0.14 1.92e-06
6 OCDs " 1.36" " 1.09" " 1.62" 0.14 3.87e-23
7 Psychotic and bipolar disorder " 0.59" "-0.17" " 1.36" 0.39 0.13
8 Only psychotic disorder " 0.25" "-0.42" " 0.91" 0.34 0.47
9 Only bipolar disorder " 0.71" " 0.30" " 1.12" 0.21 6.25e-04
10 PTSD " 1.47" " 1.22" " 1.72" 0.13 1.08e-30
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31331 0.22 0.22 1503.62 0.00e+00 6
GAD retro
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
7.24 |
6.57 |
7.91 |
0.34 |
2.40e-97 |
| gad.sum_score_retro |
0.50 |
0.48 |
0.52 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.39 |
2.16 |
2.61 |
0.12 |
1.41e-92 |
| Only depressive disorder |
0.98 |
0.68 |
1.27 |
0.15 |
6.81e-11 |
| Only anxiety disorder |
1.87 |
1.53 |
2.21 |
0.17 |
8.71e-27 |
| Eating disorders |
0.43 |
0.13 |
0.74 |
0.16 |
0.006 |
| OCDs |
0.53 |
0.24 |
0.82 |
0.15 |
3.86e-04 |
| Psychotic and bipolar disorder |
0.79 |
-0.07 |
1.66 |
0.44 |
0.07 |
| Only psychotic disorder |
0.03 |
-0.71 |
0.77 |
0.38 |
0.93 |
| Only bipolar disorder |
0.48 |
0.03 |
0.92 |
0.23 |
0.04 |
| PTSD |
0.69 |
0.42 |
0.96 |
0.14 |
4.44e-07 |
| ASD |
0.49 |
-0.05 |
1.03 |
0.28 |
0.08 |
| ADHD |
0.39 |
-0.31 |
1.08 |
0.36 |
0.28 |
| Personality disorder |
1.11 |
0.73 |
1.49 |
0.19 |
1.22e-08 |
| Female |
0.73 |
0.50 |
0.95 |
0.11 |
1.74e-10 |
| Non-binary/Self-defined |
0.09 |
-0.66 |
0.84 |
0.38 |
0.82 |
| 19-25 years |
-0.84 |
-1.43 |
-0.24 |
0.30 |
0.006 |
| 26-35 years |
-1.68 |
-2.24 |
-1.11 |
0.29 |
7.06e-09 |
| 36-45 years |
-2.28 |
-2.85 |
-1.70 |
0.29 |
6.77e-15 |
| 46-55 years |
-2.47 |
-3.04 |
-1.90 |
0.29 |
1.73e-17 |
| 56-65 years |
-2.66 |
-3.24 |
-2.08 |
0.30 |
2.77e-19 |
| 66-70 years |
-3.72 |
-4.57 |
-2.87 |
0.44 |
1.40e-17 |
| 71-75 years |
-3.39 |
-4.55 |
-2.22 |
0.59 |
1.26e-08 |
| 76+ years |
-3.14 |
-5.14 |
-1.13 |
1.02 |
0.002 |
| Mixed or multiple ethnic origins |
-0.58 |
-1.16 |
0.00 |
0.30 |
0.05 |
| Asian or Asian British |
-0.10 |
-0.89 |
0.69 |
0.40 |
0.81 |
| African or African British |
-0.54 |
-1.81 |
0.72 |
0.64 |
0.40 |
| Other ethnicity |
0.03 |
-1.05 |
1.10 |
0.55 |
0.96 |
| Key worker |
0.00 |
-0.17 |
0.17 |
0.09 |
0.98 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.27 |
-0.19 |
0.02 |
1.45e-29 |
| Increased employment |
0.40 |
-0.01 |
0.81 |
0.21 |
0.05 |
| Furloughed |
-0.17 |
-0.47 |
0.13 |
0.15 |
0.26 |
| employment_changeEmployment not changed |
-0.06 |
-0.29 |
0.17 |
0.12 |
0.62 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 7.24" " 6.57" " 7.91" 0.34 2.40e-97
2 gad.sum_score_retro " 0.50" " 0.48" " 0.52" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.39" " 2.16" " 2.61" 0.12 1.41e-92
4 Only depressive disorder " 0.98" " 0.68" " 1.27" 0.15 6.81e-11
5 Only anxiety disorder " 1.87" " 1.53" " 2.21" 0.17 8.71e-27
6 Eating disorders " 0.43" " 0.13" " 0.74" 0.16 0.006
7 OCDs " 0.53" " 0.24" " 0.82" 0.15 3.86e-04
8 Psychotic and bipolar disorder " 0.79" "-0.07" " 1.66" 0.44 0.07
9 Only psychotic disorder " 0.03" "-0.71" " 0.77" 0.38 0.93
10 Only bipolar disorder " 0.48" " 0.03" " 0.92" 0.23 0.04
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23100 |
0.15 |
0.15 |
660.52 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23100 0.15 0.15 660.52 0.00e+00 6
GAD prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
3.63 |
2.35 |
4.91 |
0.65 |
2.67e-08 |
| pcl.sum_score_prepan |
0.37 |
0.35 |
0.39 |
0.01 |
1.58e-285 |
| Depressive and anxiety disorder |
1.16 |
0.41 |
1.91 |
0.38 |
0.002 |
| Only depressive disorder |
-0.61 |
-1.41 |
0.20 |
0.41 |
0.14 |
| Only anxiety disorder |
1.10 |
0.26 |
1.94 |
0.43 |
0.01 |
| Eating disorders |
0.63 |
0.27 |
0.98 |
0.18 |
5.52e-04 |
| OCDs |
0.77 |
0.45 |
1.10 |
0.17 |
3.77e-06 |
| Psychotic and bipolar disorder |
-0.54 |
-1.51 |
0.42 |
0.49 |
0.27 |
| Only psychotic disorder |
-0.03 |
-0.83 |
0.78 |
0.41 |
0.95 |
| Only bipolar disorder |
0.27 |
-0.22 |
0.75 |
0.25 |
0.28 |
| PTSD |
0.05 |
-0.27 |
0.36 |
0.16 |
0.76 |
| ASD |
0.47 |
-0.17 |
1.12 |
0.33 |
0.15 |
| ADHD |
0.01 |
-0.83 |
0.85 |
0.43 |
0.99 |
| Personality disorder |
0.81 |
0.38 |
1.23 |
0.22 |
2.23e-04 |
| Female |
0.61 |
0.31 |
0.91 |
0.15 |
7.46e-05 |
| Non-binary/Self-defined |
0.29 |
-0.56 |
1.15 |
0.43 |
0.50 |
| 19-25 years |
-0.66 |
-1.53 |
0.21 |
0.44 |
0.14 |
| 26-35 years |
-1.72 |
-2.56 |
-0.87 |
0.43 |
6.63e-05 |
| 36-45 years |
-2.10 |
-2.95 |
-1.25 |
0.43 |
1.38e-06 |
| 46-55 years |
-2.44 |
-3.29 |
-1.59 |
0.43 |
1.76e-08 |
| 56-65 years |
-2.82 |
-3.71 |
-1.94 |
0.45 |
3.75e-10 |
| 66-70 years |
-4.35 |
-5.87 |
-2.82 |
0.78 |
2.52e-08 |
| 71-75 years |
-1.66 |
-3.99 |
0.67 |
1.19 |
0.16 |
| 76+ years |
-0.95 |
-5.12 |
3.22 |
2.13 |
0.66 |
| Mixed or multiple ethnic origins |
-0.11 |
-0.87 |
0.66 |
0.39 |
0.78 |
| Asian or Asian British |
-0.06 |
-1.37 |
1.25 |
0.67 |
0.93 |
| African or African British |
-0.59 |
-2.39 |
1.21 |
0.92 |
0.52 |
| Other ethnicity |
0.72 |
-0.49 |
1.93 |
0.62 |
0.24 |
| Key worker |
-0.43 |
-0.65 |
-0.20 |
0.11 |
1.73e-04 |
| Time difference: Lockdown to baseline |
-0.01 |
-0.08 |
0.06 |
0.03 |
0.76 |
| Increased employment |
0.39 |
-0.12 |
0.90 |
0.26 |
0.13 |
| Furloughed |
-0.36 |
-0.77 |
0.05 |
0.21 |
0.09 |
| employment_changeEmployment not changed |
-0.14 |
-0.46 |
0.18 |
0.16 |
0.38 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 3.63" " 2.35" " 4.91" 0.65 2.67e-08
2 pcl.sum_score_prepan " 0.37" " 0.35" " 0.39" 0.01 1.58e-285
3 Depressive and anxiety disorder " 1.16" " 0.41" " 1.91" 0.38 0.002
4 Only depressive disorder "-0.61" "-1.41" " 0.20" 0.41 0.14
5 Only anxiety disorder " 1.10" " 0.26" " 1.94" 0.43 0.01
6 Eating disorders " 0.63" " 0.27" " 0.98" 0.18 5.52e-04
7 OCDs " 0.77" " 0.45" " 1.10" 0.17 3.77e-06
8 Psychotic and bipolar disorder "-0.54" "-1.51" " 0.42" 0.49 0.27
9 Only psychotic disorder "-0.03" "-0.83" " 0.78" 0.41 0.95
10 Only bipolar disorder " 0.27" "-0.22" " 0.75" 0.25 0.28
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11165 0.01 0.01 11.04 2.61e-12 6
PHQ baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
12.44 |
11.75 |
13.12 |
0.35 |
1.33e-268 |
| Depressive and anxiety disorder |
5.68 |
5.47 |
5.88 |
0.10 |
0.00e+00 |
| Only depressive disorder |
3.57 |
3.30 |
3.84 |
0.14 |
1.80e-143 |
| Only anxiety disorder |
2.13 |
1.80 |
2.47 |
0.17 |
2.33e-35 |
| Eating disorders |
1.37 |
1.06 |
1.69 |
0.16 |
1.68e-17 |
| OCDs |
1.35 |
1.05 |
1.65 |
0.15 |
1.59e-18 |
| Psychotic and bipolar disorder |
0.22 |
-0.63 |
1.07 |
0.43 |
0.62 |
| Only psychotic disorder |
0.59 |
-0.16 |
1.33 |
0.38 |
0.12 |
| Only bipolar disorder |
1.50 |
1.04 |
1.95 |
0.23 |
1.49e-10 |
| PTSD |
1.91 |
1.63 |
2.19 |
0.14 |
2.31e-40 |
| ASD |
1.38 |
0.82 |
1.94 |
0.29 |
1.29e-06 |
| ADHD |
1.06 |
0.35 |
1.78 |
0.37 |
0.004 |
| Personality disorder |
3.21 |
2.82 |
3.60 |
0.20 |
1.16e-57 |
| Female |
0.82 |
0.62 |
1.02 |
0.10 |
7.23e-16 |
| Non-binary/Self-defined |
1.31 |
0.55 |
2.08 |
0.39 |
7.15e-04 |
| 19-25 years |
-3.88 |
-4.52 |
-3.24 |
0.33 |
9.36e-33 |
| 26-35 years |
-5.94 |
-6.54 |
-5.34 |
0.31 |
1.42e-82 |
| 36-45 years |
-6.53 |
-7.13 |
-5.92 |
0.31 |
5.55e-98 |
| 46-55 years |
-6.75 |
-7.34 |
-6.15 |
0.31 |
1.39e-106 |
| 56-65 years |
-7.48 |
-8.09 |
-6.88 |
0.31 |
2.01e-127 |
| 66-70 years |
-8.82 |
-9.60 |
-8.04 |
0.40 |
1.77e-108 |
| 71-75 years |
-8.40 |
-9.35 |
-7.44 |
0.49 |
6.30e-66 |
| 76+ years |
-8.63 |
-10.19 |
-7.07 |
0.79 |
2.10e-27 |
| Mixed or multiple ethnic origins |
0.43 |
-0.15 |
1.01 |
0.30 |
0.15 |
| Asian or Asian British |
0.41 |
-0.32 |
1.15 |
0.38 |
0.27 |
| African or African British |
0.11 |
-1.07 |
1.29 |
0.60 |
0.86 |
| Other ethnicity |
0.49 |
-0.62 |
1.60 |
0.56 |
0.39 |
| Key worker |
-0.88 |
-1.04 |
-0.71 |
0.08 |
2.01e-25 |
| Time difference: Lockdown to baseline |
-0.20 |
-0.24 |
-0.17 |
0.02 |
3.96e-24 |
| Increased employment |
0.00 |
-0.41 |
0.41 |
0.21 |
1.00 |
| Furloughed |
-0.34 |
-0.64 |
-0.04 |
0.15 |
0.03 |
| employment_changeEmployment not changed |
-0.31 |
-0.55 |
-0.08 |
0.12 |
0.008 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "12.44" " 11.75" "13.12" 0.35 1.33e-268
2 Depressive and anxiety disorder " 5.68" " 5.47" " 5.88" 0.10 0.00e+00
3 Only depressive disorder " 3.57" " 3.30" " 3.84" 0.14 1.80e-143
4 Only anxiety disorder " 2.13" " 1.80" " 2.47" 0.17 2.33e-35
5 Eating disorders " 1.37" " 1.06" " 1.69" 0.16 1.68e-17
6 OCDs " 1.35" " 1.05" " 1.65" 0.15 1.59e-18
7 Psychotic and bipolar disorder " 0.22" " -0.63" " 1.07" 0.43 0.62
8 Only psychotic disorder " 0.59" " -0.16" " 1.33" 0.38 0.12
9 Only bipolar disorder " 1.50" " 1.04" " 1.95" 0.23 1.49e-10
10 PTSD " 1.91" " 1.63" " 2.19" 0.14 2.31e-40
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31315 0.26 0.26 1846.76 0.00e+00 6
PHQ retro
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
9.22 |
8.53 |
9.90 |
0.35 |
1.01e-148 |
| phq.sum_score_retro |
0.57 |
0.55 |
0.58 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.40 |
2.16 |
2.64 |
0.12 |
2.83e-87 |
| Only depressive disorder |
1.46 |
1.16 |
1.76 |
0.15 |
2.82e-21 |
| Only anxiety disorder |
0.86 |
0.51 |
1.22 |
0.18 |
1.91e-06 |
| Eating disorders |
0.78 |
0.46 |
1.10 |
0.16 |
1.48e-06 |
| OCDs |
0.51 |
0.21 |
0.81 |
0.15 |
8.99e-04 |
| Psychotic and bipolar disorder |
-0.27 |
-1.15 |
0.62 |
0.45 |
0.55 |
| Only psychotic disorder |
-0.34 |
-1.10 |
0.42 |
0.39 |
0.38 |
| Only bipolar disorder |
0.70 |
0.24 |
1.17 |
0.24 |
0.003 |
| PTSD |
0.96 |
0.67 |
1.24 |
0.14 |
2.85e-11 |
| ASD |
0.59 |
0.03 |
1.15 |
0.29 |
0.04 |
| ADHD |
0.72 |
0.00 |
1.44 |
0.37 |
0.05 |
| Personality disorder |
1.55 |
1.16 |
1.94 |
0.20 |
1.38e-14 |
| Female |
0.68 |
0.45 |
0.91 |
0.12 |
3.59e-09 |
| Non-binary/Self-defined |
0.66 |
-0.10 |
1.42 |
0.39 |
0.09 |
| 19-25 years |
-2.19 |
-2.80 |
-1.58 |
0.31 |
1.93e-12 |
| 26-35 years |
-3.37 |
-3.95 |
-2.79 |
0.30 |
8.94e-30 |
| 36-45 years |
-3.87 |
-4.45 |
-3.28 |
0.30 |
7.42e-38 |
| 46-55 years |
-3.75 |
-4.33 |
-3.17 |
0.30 |
2.63e-36 |
| 56-65 years |
-4.03 |
-4.63 |
-3.44 |
0.30 |
4.89e-40 |
| 66-70 years |
-4.68 |
-5.56 |
-3.79 |
0.45 |
3.45e-25 |
| 71-75 years |
-4.30 |
-5.49 |
-3.10 |
0.61 |
1.87e-12 |
| 76+ years |
-4.69 |
-6.76 |
-2.61 |
1.06 |
9.67e-06 |
| Mixed or multiple ethnic origins |
-0.05 |
-0.66 |
0.55 |
0.31 |
0.86 |
| Asian or Asian British |
0.12 |
-0.67 |
0.90 |
0.40 |
0.77 |
| African or African British |
-0.23 |
-1.49 |
1.03 |
0.64 |
0.72 |
| Other ethnicity |
-0.32 |
-1.42 |
0.78 |
0.56 |
0.57 |
| Key worker |
-0.12 |
-0.29 |
0.06 |
0.09 |
0.20 |
| Time difference: Lockdown to baseline |
-0.20 |
-0.24 |
-0.16 |
0.02 |
1.61e-21 |
| Increased employment |
-0.24 |
-0.66 |
0.19 |
0.22 |
0.27 |
| Furloughed |
-0.09 |
-0.40 |
0.22 |
0.16 |
0.58 |
| employment_changeEmployment not changed |
-0.24 |
-0.48 |
0.00 |
0.12 |
0.05 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 9.22" " 8.53" " 9.90" 0.35 1.01e-148
2 phq.sum_score_retro " 0.57" " 0.55" " 0.58" 0.01 0.00e+00
3 Depressive and anxiety disorder " 2.40" " 2.16" " 2.64" 0.12 2.83e-87
4 Only depressive disorder " 1.46" " 1.16" " 1.76" 0.15 2.82e-21
5 Only anxiety disorder " 0.86" " 0.51" " 1.22" 0.18 1.91e-06
6 Eating disorders " 0.78" " 0.46" " 1.10" 0.16 1.48e-06
7 OCDs " 0.51" " 0.21" " 0.81" 0.15 8.99e-04
8 Psychotic and bipolar disorder "-0.27" "-1.15" " 0.62" 0.45 0.55
9 Only psychotic disorder "-0.34" "-1.10" " 0.42" 0.39 0.38
10 Only bipolar disorder " 0.70" " 0.24" " 1.17" 0.24 0.003
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 23090 |
0.18 |
0.18 |
844.05 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 23090 0.18 0.18 844.05 0.00e+00 6
PHQ prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
5.78 |
4.36 |
7.20 |
0.72 |
1.59e-15 |
| pcl.sum_score_prepan |
0.45 |
0.43 |
0.47 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
1.18 |
0.36 |
2.01 |
0.42 |
0.005 |
| Only depressive disorder |
0.97 |
0.07 |
1.86 |
0.46 |
0.03 |
| Only anxiety disorder |
-0.95 |
-1.89 |
-0.02 |
0.48 |
0.04 |
| Eating disorders |
1.15 |
0.75 |
1.54 |
0.20 |
1.26e-08 |
| OCDs |
0.65 |
0.29 |
1.01 |
0.19 |
4.41e-04 |
| Psychotic and bipolar disorder |
-0.80 |
-1.87 |
0.26 |
0.54 |
0.14 |
| Only psychotic disorder |
0.09 |
-0.80 |
0.99 |
0.46 |
0.84 |
| Only bipolar disorder |
0.85 |
0.31 |
1.39 |
0.27 |
0.002 |
| PTSD |
0.07 |
-0.28 |
0.42 |
0.18 |
0.71 |
| ASD |
0.55 |
-0.16 |
1.27 |
0.37 |
0.13 |
| ADHD |
0.37 |
-0.56 |
1.30 |
0.47 |
0.44 |
| Personality disorder |
1.62 |
1.14 |
2.09 |
0.24 |
2.43e-11 |
| Female |
0.25 |
-0.09 |
0.58 |
0.17 |
0.15 |
| Non-binary/Self-defined |
0.55 |
-0.40 |
1.49 |
0.48 |
0.26 |
| 19-25 years |
-1.63 |
-2.60 |
-0.67 |
0.49 |
9.20e-04 |
| 26-35 years |
-3.07 |
-4.00 |
-2.14 |
0.48 |
1.27e-10 |
| 36-45 years |
-3.36 |
-4.31 |
-2.42 |
0.48 |
2.89e-12 |
| 46-55 years |
-3.42 |
-4.36 |
-2.47 |
0.48 |
1.25e-12 |
| 56-65 years |
-3.81 |
-4.79 |
-2.83 |
0.50 |
2.60e-14 |
| 66-70 years |
-6.01 |
-7.71 |
-4.32 |
0.86 |
3.67e-12 |
| 71-75 years |
-3.82 |
-6.40 |
-1.23 |
1.32 |
0.004 |
| 76+ years |
-4.89 |
-9.52 |
-0.27 |
2.36 |
0.04 |
| Mixed or multiple ethnic origins |
0.50 |
-0.35 |
1.34 |
0.43 |
0.25 |
| Asian or Asian British |
-0.19 |
-1.64 |
1.26 |
0.74 |
0.80 |
| African or African British |
-0.49 |
-2.49 |
1.50 |
1.02 |
0.63 |
| Other ethnicity |
0.32 |
-1.02 |
1.66 |
0.68 |
0.64 |
| Key worker |
-0.99 |
-1.24 |
-0.74 |
0.13 |
4.57e-15 |
| Time difference: Lockdown to baseline |
0.04 |
-0.04 |
0.11 |
0.04 |
0.34 |
| Increased employment |
0.13 |
-0.43 |
0.69 |
0.29 |
0.65 |
| Furloughed |
-0.55 |
-1.01 |
-0.10 |
0.23 |
0.02 |
| employment_changeEmployment not changed |
-0.09 |
-0.45 |
0.26 |
0.18 |
0.61 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 5.78" " 4.36" " 7.20" 0.72 1.59e-15
2 pcl.sum_score_prepan " 0.45" " 0.43" " 0.47" 0.01 0.00e+00
3 Depressive and anxiety disorder " 1.18" " 0.36" " 2.01" 0.42 0.005
4 Only depressive disorder " 0.97" " 0.07" " 1.86" 0.46 0.03
5 Only anxiety disorder "-0.95" "-1.89" "-0.02" 0.48 0.04
6 Eating disorders " 1.15" " 0.75" " 1.54" 0.20 1.26e-08
7 OCDs " 0.65" " 0.29" " 1.01" 0.19 4.41e-04
8 Psychotic and bipolar disorder "-0.80" "-1.87" " 0.26" 0.54 0.14
9 Only psychotic disorder " 0.09" "-0.80" " 0.99" 0.46 0.84
10 Only bipolar disorder " 0.85" " 0.31" " 1.39" 0.27 0.002
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11162 0.02 0.02 44.52 4.15e-54 6
OCIR baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
24.45 |
21.73 |
27.16 |
1.38 |
4.84e-67 |
| Depressive and anxiety disorder |
2.81 |
1.69 |
3.93 |
0.57 |
9.66e-07 |
| Only depressive disorder |
0.25 |
-1.29 |
1.79 |
0.79 |
0.75 |
| Only anxiety disorder |
0.59 |
-0.97 |
2.15 |
0.80 |
0.46 |
| Eating disorders |
0.12 |
-1.14 |
1.38 |
0.64 |
0.85 |
| OCDs |
6.84 |
5.73 |
7.94 |
0.56 |
4.16e-33 |
| Psychotic and bipolar disorder |
6.67 |
3.71 |
9.63 |
1.51 |
9.95e-06 |
| Only psychotic disorder |
4.44 |
1.68 |
7.19 |
1.41 |
0.002 |
| Only bipolar disorder |
3.19 |
1.28 |
5.11 |
0.98 |
0.001 |
| PTSD |
2.61 |
1.50 |
3.71 |
0.56 |
3.81e-06 |
| ASD |
7.83 |
5.74 |
9.92 |
1.07 |
2.46e-13 |
| ADHD |
2.40 |
-0.36 |
5.16 |
1.41 |
0.09 |
| Personality disorder |
3.45 |
2.00 |
4.90 |
0.74 |
3.14e-06 |
| Female |
-0.78 |
-1.90 |
0.35 |
0.57 |
0.18 |
| Non-binary/Self-defined |
-1.50 |
-4.55 |
1.56 |
1.56 |
0.34 |
| 19-25 years |
-6.51 |
-8.82 |
-4.19 |
1.18 |
3.70e-08 |
| 26-35 years |
-8.15 |
-10.36 |
-5.95 |
1.12 |
4.90e-13 |
| 36-45 years |
-8.14 |
-10.39 |
-5.89 |
1.15 |
1.50e-12 |
| 46-55 years |
-8.01 |
-10.22 |
-5.81 |
1.12 |
1.28e-12 |
| 56-65 years |
-8.43 |
-10.67 |
-6.19 |
1.14 |
2.11e-13 |
| 66-70 years |
-9.08 |
-12.85 |
-5.31 |
1.92 |
2.45e-06 |
| 71-75 years |
-10.12 |
-15.36 |
-4.87 |
2.68 |
1.58e-04 |
| 76+ years |
-9.04 |
-18.06 |
-0.03 |
4.60 |
0.05 |
| Mixed or multiple ethnic origins |
0.21 |
-2.38 |
2.80 |
1.32 |
0.87 |
| Asian or Asian British |
2.61 |
-1.51 |
6.73 |
2.10 |
0.21 |
| African or African British |
1.21 |
-5.00 |
7.43 |
3.17 |
0.70 |
| Other ethnicity |
1.94 |
-2.12 |
6.00 |
2.07 |
0.35 |
| Key worker |
-1.72 |
-2.53 |
-0.91 |
0.41 |
3.30e-05 |
| Time difference: Lockdown to baseline |
-0.41 |
-0.59 |
-0.23 |
0.09 |
9.80e-06 |
| Increased employment |
1.67 |
-0.32 |
3.65 |
1.01 |
0.10 |
| Furloughed |
-0.02 |
-1.40 |
1.36 |
0.70 |
0.97 |
| employment_changeEmployment not changed |
0.17 |
-0.92 |
1.27 |
0.56 |
0.76 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 24.45" " 21.73" "27.16" 1.38 4.84e-67
2 Depressive and anxiety disorder " 2.81" " 1.69" " 3.93" 0.57 9.66e-07
3 Only depressive disorder " 0.25" " -1.29" " 1.79" 0.79 0.75
4 Only anxiety disorder " 0.59" " -0.97" " 2.15" 0.80 0.46
5 Eating disorders " 0.12" " -1.14" " 1.38" 0.64 0.85
6 OCDs " 6.84" " 5.73" " 7.94" 0.56 4.16e-33
7 Psychotic and bipolar disorder " 6.67" " 3.71" " 9.63" 1.51 9.95e-06
8 Only psychotic disorder " 4.44" " 1.68" " 7.19" 1.41 0.002
9 Only bipolar disorder " 3.19" " 1.28" " 5.11" 0.98 0.001
10 PTSD " 2.61" " 1.50" " 3.71" 0.56 3.81e-06
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5187 0.06 0.06 52.91 1.40e-63 6
OCIR retro
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
18.38 |
16.14 |
20.62 |
1.14 |
7.90e-56 |
| ocir.sum_score_retro |
0.75 |
0.72 |
0.78 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
-1.62 |
-2.51 |
-0.72 |
0.46 |
3.91e-04 |
| Only depressive disorder |
-1.50 |
-2.72 |
-0.27 |
0.63 |
0.02 |
| Only anxiety disorder |
-0.91 |
-2.14 |
0.32 |
0.63 |
0.15 |
| Eating disorders |
-0.03 |
-0.99 |
0.92 |
0.49 |
0.95 |
| OCDs |
2.22 |
1.37 |
3.07 |
0.43 |
3.06e-07 |
| Psychotic and bipolar disorder |
3.58 |
1.33 |
5.82 |
1.15 |
0.002 |
| Only psychotic disorder |
1.12 |
-0.93 |
3.18 |
1.05 |
0.28 |
| Only bipolar disorder |
0.35 |
-1.06 |
1.75 |
0.72 |
0.63 |
| PTSD |
1.01 |
0.18 |
1.83 |
0.42 |
0.02 |
| ASD |
2.70 |
1.09 |
4.31 |
0.82 |
0.001 |
| ADHD |
1.90 |
-0.21 |
4.02 |
1.08 |
0.08 |
| Personality disorder |
0.78 |
-0.31 |
1.86 |
0.55 |
0.16 |
| Female |
0.01 |
-0.87 |
0.88 |
0.44 |
0.99 |
| Non-binary/Self-defined |
-0.50 |
-2.85 |
1.85 |
1.20 |
0.67 |
| 19-25 years |
-5.03 |
-6.95 |
-3.11 |
0.98 |
2.88e-07 |
| 26-35 years |
-5.12 |
-6.95 |
-3.28 |
0.94 |
4.96e-08 |
| 36-45 years |
-4.65 |
-6.51 |
-2.79 |
0.95 |
9.82e-07 |
| 46-55 years |
-4.75 |
-6.59 |
-2.92 |
0.94 |
4.04e-07 |
| 56-65 years |
-3.72 |
-5.59 |
-1.85 |
0.95 |
9.80e-05 |
| 66-70 years |
-3.56 |
-6.54 |
-0.58 |
1.52 |
0.02 |
| 71-75 years |
-2.68 |
-6.92 |
1.55 |
2.16 |
0.21 |
| 76+ years |
-5.41 |
-12.34 |
1.52 |
3.54 |
0.13 |
| Mixed or multiple ethnic origins |
0.24 |
-1.73 |
2.21 |
1.00 |
0.81 |
| Asian or Asian British |
0.76 |
-2.48 |
3.99 |
1.65 |
0.65 |
| African or African British |
0.50 |
-4.45 |
5.45 |
2.52 |
0.84 |
| Other ethnicity |
-0.43 |
-3.44 |
2.59 |
1.54 |
0.78 |
| Key worker |
-0.46 |
-1.08 |
0.17 |
0.32 |
0.15 |
| Time difference: Lockdown to baseline |
-1.41 |
-1.56 |
-1.27 |
0.07 |
1.75e-79 |
| Increased employment |
-0.53 |
-2.02 |
0.96 |
0.76 |
0.49 |
| Furloughed |
0.38 |
-0.69 |
1.44 |
0.54 |
0.49 |
| employment_changeEmployment not changed |
0.18 |
-0.65 |
1.01 |
0.43 |
0.67 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "18.38" " 16.14" "20.62" 1.14 7.90e-56
2 ocir.sum_score_retro " 0.75" " 0.72" " 0.78" 0.01 0.00e+00
3 Depressive and anxiety disorder "-1.62" " -2.51" "-0.72" 0.46 3.91e-04
4 Only depressive disorder "-1.50" " -2.72" "-0.27" 0.63 0.02
5 Only anxiety disorder "-0.91" " -2.14" " 0.32" 0.63 0.15
6 Eating disorders "-0.03" " -0.99" " 0.92" 0.49 0.95
7 OCDs " 2.22" " 1.37" " 3.07" 0.43 3.06e-07
8 Psychotic and bipolar disorder " 3.58" " 1.33" " 5.82" 1.15 0.002
9 Only psychotic disorder " 1.12" " -0.93" " 3.18" 1.05 0.28
10 Only bipolar disorder " 0.35" " -1.06" " 1.75" 0.72 0.63
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 5094 |
0.06 |
0.06 |
51.24 |
1.63e-61 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 5094 0.06 0.06 51.24 1.63e-61 6
OCIR prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
2.71 |
-4.91 |
10.33 |
3.89 |
0.49 |
| pcl.sum_score_prepan |
0.64 |
0.53 |
0.74 |
0.05 |
7.33e-30 |
| Depressive and anxiety disorder |
-3.75 |
-8.69 |
1.19 |
2.52 |
0.14 |
| Only depressive disorder |
-5.18 |
-10.61 |
0.25 |
2.77 |
0.06 |
| Only anxiety disorder |
-5.45 |
-10.80 |
-0.10 |
2.73 |
0.05 |
| Eating disorders |
-0.05 |
-1.77 |
1.67 |
0.88 |
0.96 |
| OCDs |
6.25 |
4.74 |
7.75 |
0.77 |
7.92e-16 |
| Psychotic and bipolar disorder |
4.95 |
0.57 |
9.33 |
2.23 |
0.03 |
| Only psychotic disorder |
1.66 |
-2.02 |
5.34 |
1.88 |
0.38 |
| Only bipolar disorder |
3.05 |
0.62 |
5.49 |
1.24 |
0.01 |
| PTSD |
0.24 |
-1.27 |
1.76 |
0.77 |
0.75 |
| ASD |
5.35 |
2.13 |
8.56 |
1.64 |
0.001 |
| ADHD |
-0.87 |
-5.34 |
3.60 |
2.28 |
0.70 |
| Personality disorder |
1.89 |
-0.02 |
3.80 |
0.97 |
0.05 |
| Female |
0.41 |
-1.37 |
2.19 |
0.91 |
0.65 |
| Non-binary/Self-defined |
-0.41 |
-4.67 |
3.86 |
2.17 |
0.85 |
| 19-25 years |
-0.68 |
-5.55 |
4.20 |
2.48 |
0.79 |
| 26-35 years |
-1.42 |
-6.20 |
3.36 |
2.44 |
0.56 |
| 36-45 years |
-1.84 |
-6.65 |
2.97 |
2.45 |
0.45 |
| 46-55 years |
-0.68 |
-5.50 |
4.15 |
2.46 |
0.78 |
| 56-65 years |
-2.05 |
-7.03 |
2.93 |
2.54 |
0.42 |
| 66-70 years |
-3.18 |
-13.20 |
6.84 |
5.11 |
0.53 |
| 71-75 years |
0.00 |
-10.77 |
10.78 |
5.49 |
1.00 |
| 76+ years |
-6.21 |
-28.49 |
16.07 |
11.36 |
0.58 |
| Mixed or multiple ethnic origins |
2.29 |
-1.39 |
5.96 |
1.87 |
0.22 |
| Asian or Asian British |
1.03 |
-7.87 |
9.93 |
4.54 |
0.82 |
| African or African British |
0.45 |
-10.40 |
11.31 |
5.53 |
0.93 |
| Other ethnicity |
3.52 |
-2.30 |
9.35 |
2.97 |
0.24 |
| Key worker |
-1.49 |
-2.72 |
-0.27 |
0.62 |
0.02 |
| Time difference: Lockdown to baseline |
0.62 |
0.25 |
0.99 |
0.19 |
0.001 |
| Increased employment |
3.61 |
0.90 |
6.32 |
1.38 |
0.009 |
| Furloughed |
0.58 |
-1.65 |
2.81 |
1.14 |
0.61 |
| employment_changeEmployment not changed |
1.57 |
-0.19 |
3.32 |
0.89 |
0.08 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 2.71" " -4.91" "10.33" " 3.89" 0.49
2 pcl.sum_score_prepan " 0.64" " 0.53" " 0.74" " 0.05" 7.33e-30
3 Depressive and anxiety disorder "-3.75" " -8.69" " 1.19" " 2.52" 0.14
4 Only depressive disorder "-5.18" "-10.61" " 0.25" " 2.77" 0.06
5 Only anxiety disorder "-5.45" "-10.80" "-0.10" " 2.73" 0.05
6 Eating disorders "-0.05" " -1.77" " 1.67" " 0.88" 0.96
7 OCDs " 6.25" " 4.74" " 7.75" " 0.77" 7.92e-16
8 Psychotic and bipolar disorder " 4.95" " 0.57" " 9.33" " 2.23" 0.03
9 Only psychotic disorder " 1.66" " -2.02" " 5.34" " 1.88" 0.38
10 Only bipolar disorder " 3.05" " 0.62" " 5.49" " 1.24" 0.01
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 1786 0.03 0.03 10.03 6.36e-11 6
PCL baseline
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
13.96 |
13.36 |
14.56 |
0.31 |
0.00e+00 |
| Depressive and anxiety disorder |
5.36 |
5.18 |
5.54 |
0.09 |
0.00e+00 |
| Only depressive disorder |
2.84 |
2.60 |
3.07 |
0.12 |
4.88e-118 |
| Only anxiety disorder |
2.62 |
2.32 |
2.91 |
0.15 |
6.53e-67 |
| Eating disorders |
0.68 |
0.41 |
0.96 |
0.14 |
1.34e-06 |
| OCDs |
1.18 |
0.92 |
1.44 |
0.13 |
1.93e-18 |
| Psychotic and bipolar disorder |
1.05 |
0.29 |
1.80 |
0.38 |
0.006 |
| Only psychotic disorder |
0.73 |
0.08 |
1.38 |
0.33 |
0.03 |
| Only bipolar disorder |
1.24 |
0.83 |
1.64 |
0.21 |
1.83e-09 |
| PTSD |
2.71 |
2.46 |
2.95 |
0.13 |
1.57e-101 |
| ASD |
0.88 |
0.39 |
1.37 |
0.25 |
4.35e-04 |
| ADHD |
0.76 |
0.13 |
1.39 |
0.32 |
0.02 |
| Personality disorder |
2.69 |
2.35 |
3.04 |
0.18 |
1.06e-52 |
| Female |
0.70 |
0.52 |
0.87 |
0.09 |
5.76e-15 |
| Non-binary/Self-defined |
1.13 |
0.46 |
1.79 |
0.34 |
9.43e-04 |
| 19-25 years |
-2.10 |
-2.66 |
-1.54 |
0.29 |
1.77e-13 |
| 26-35 years |
-3.83 |
-4.35 |
-3.30 |
0.27 |
1.65e-45 |
| 36-45 years |
-4.42 |
-4.95 |
-3.89 |
0.27 |
1.80e-59 |
| 46-55 years |
-4.67 |
-5.19 |
-4.14 |
0.27 |
2.20e-67 |
| 56-65 years |
-5.17 |
-5.70 |
-4.64 |
0.27 |
3.15e-80 |
| 66-70 years |
-6.00 |
-6.69 |
-5.32 |
0.35 |
3.09e-66 |
| 71-75 years |
-5.70 |
-6.54 |
-4.86 |
0.43 |
1.96e-40 |
| 76+ years |
-5.00 |
-6.38 |
-3.63 |
0.70 |
1.06e-12 |
| Mixed or multiple ethnic origins |
0.56 |
0.05 |
1.07 |
0.26 |
0.03 |
| Asian or Asian British |
0.91 |
0.26 |
1.55 |
0.33 |
0.006 |
| African or African British |
0.70 |
-0.33 |
1.74 |
0.53 |
0.18 |
| Other ethnicity |
0.55 |
-0.42 |
1.52 |
0.50 |
0.27 |
| Key worker |
-0.68 |
-0.83 |
-0.54 |
0.07 |
2.90e-20 |
| Time difference: Lockdown to baseline |
0.00 |
-0.03 |
0.03 |
0.02 |
1.00 |
| Increased employment |
-0.19 |
-0.55 |
0.17 |
0.18 |
0.31 |
| Furloughed |
-0.48 |
-0.75 |
-0.22 |
0.13 |
3.53e-04 |
| employment_changeEmployment not changed |
-0.51 |
-0.72 |
-0.31 |
0.10 |
9.56e-07 |
# A tibble: 32 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept "13.96" "13.36" "14.56" 0.31 0.00e+00
2 Depressive and anxiety disorder " 5.36" " 5.18" " 5.54" 0.09 0.00e+00
3 Only depressive disorder " 2.84" " 2.60" " 3.07" 0.12 4.88e-118
4 Only anxiety disorder " 2.62" " 2.32" " 2.91" 0.15 6.53e-67
5 Eating disorders " 0.68" " 0.41" " 0.96" 0.14 1.34e-06
6 OCDs " 1.18" " 0.92" " 1.44" 0.13 1.93e-18
7 Psychotic and bipolar disorder " 1.05" " 0.29" " 1.80" 0.38 0.006
8 Only psychotic disorder " 0.73" " 0.08" " 1.38" 0.33 0.03
9 Only bipolar disorder " 1.24" " 0.83" " 1.64" 0.21 1.83e-09
10 PTSD " 2.71" " 2.46" " 2.95" 0.13 1.57e-101
# … with 22 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 31227 0.28 0.28 1988.78 0.00e+00 6
#PCL prepan
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Indepent variable |
Estimate |
95% CI low |
95% CI up |
SE |
p value |
| Intercept |
8.09 |
6.83 |
9.34 |
0.64 |
2.98e-36 |
| pcl.sum_score_prepan |
0.50 |
0.48 |
0.52 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.71 |
-0.02 |
1.45 |
0.38 |
0.06 |
| Only depressive disorder |
-0.09 |
-0.89 |
0.70 |
0.41 |
0.82 |
| Only anxiety disorder |
-0.42 |
-1.25 |
0.41 |
0.42 |
0.32 |
| Eating disorders |
0.30 |
-0.05 |
0.64 |
0.18 |
0.09 |
| OCDs |
0.40 |
0.08 |
0.72 |
0.16 |
0.01 |
| Psychotic and bipolar disorder |
-0.09 |
-1.03 |
0.85 |
0.48 |
0.85 |
| Only psychotic disorder |
0.07 |
-0.72 |
0.85 |
0.40 |
0.87 |
| Only bipolar disorder |
0.53 |
0.06 |
1.01 |
0.24 |
0.03 |
| PTSD |
0.72 |
0.41 |
1.03 |
0.16 |
4.89e-06 |
| ASD |
0.13 |
-0.50 |
0.76 |
0.32 |
0.69 |
| ADHD |
0.35 |
-0.47 |
1.17 |
0.42 |
0.40 |
| Personality disorder |
1.08 |
0.66 |
1.50 |
0.21 |
4.65e-07 |
| Female |
0.57 |
0.27 |
0.86 |
0.15 |
1.79e-04 |
| Non-binary/Self-defined |
0.62 |
-0.22 |
1.45 |
0.42 |
0.15 |
| 19-25 years |
-0.19 |
-1.04 |
0.66 |
0.43 |
0.67 |
| 26-35 years |
-1.18 |
-2.01 |
-0.36 |
0.42 |
0.005 |
| 36-45 years |
-1.63 |
-2.46 |
-0.80 |
0.42 |
1.17e-04 |
| 46-55 years |
-1.73 |
-2.55 |
-0.90 |
0.42 |
4.61e-05 |
| 56-65 years |
-1.66 |
-2.53 |
-0.80 |
0.44 |
1.55e-04 |
| 66-70 years |
-3.26 |
-4.76 |
-1.76 |
0.76 |
2.09e-05 |
| 71-75 years |
-1.84 |
-4.11 |
0.44 |
1.16 |
0.11 |
| 76+ years |
-2.21 |
-6.28 |
1.86 |
2.08 |
0.29 |
| Mixed or multiple ethnic origins |
0.55 |
-0.20 |
1.30 |
0.38 |
0.15 |
| Asian or Asian British |
0.55 |
-0.76 |
1.85 |
0.66 |
0.41 |
| African or African British |
0.36 |
-1.40 |
2.12 |
0.90 |
0.69 |
| Other ethnicity |
0.28 |
-0.91 |
1.46 |
0.61 |
0.65 |
| Key worker |
-0.71 |
-0.93 |
-0.49 |
0.11 |
2.43e-10 |
| Time difference: Lockdown to baseline |
0.11 |
0.04 |
0.17 |
0.03 |
0.002 |
| Increased employment |
-0.62 |
-1.11 |
-0.12 |
0.25 |
0.01 |
| Furloughed |
-0.74 |
-1.14 |
-0.33 |
0.21 |
3.43e-04 |
| employment_changeEmployment not changed |
-0.56 |
-0.88 |
-0.25 |
0.16 |
4.64e-04 |
# A tibble: 33 x 6
`Indepent variable` Estimate `95% CI low` `95% CI up` SE `p value`
<fct> <chr> <chr> <chr> <chr> <chr>
1 Intercept " 8.09" " 6.83" " 9.34" 0.64 2.98e-36
2 pcl.sum_score_prepan " 0.50" " 0.48" " 0.52" 0.01 0.00e+00
3 Depressive and anxiety disorder " 0.71" "-0.02" " 1.45" 0.38 0.06
4 Only depressive disorder "-0.09" "-0.89" " 0.70" 0.41 0.82
5 Only anxiety disorder "-0.42" "-1.25" " 0.41" 0.42 0.32
6 Eating disorders " 0.30" "-0.05" " 0.64" 0.18 0.09
7 OCDs " 0.40" " 0.08" " 0.72" 0.16 0.01
8 Psychotic and bipolar disorder "-0.09" "-1.03" " 0.85" 0.48 0.85
9 Only psychotic disorder " 0.07" "-0.72" " 0.85" 0.40 0.87
10 Only bipolar disorder " 0.53" " 0.06" " 1.01" 0.24 0.03
# … with 23 more rows
| n |
R2 |
adjust. R2 |
F |
p value |
df |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
# A tibble: 1 x 6
n R2 `adjust. R2` F `p value` df
<chr> <chr> <chr> <chr> <chr> <dbl>
1 11081 0.02 0.02 32.92 1.45e-39 6
Forest Plots
run regression models to get normal output
###Function to create formula
###Standardise linear variables
Run models
Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_prepan.glmformula, : object 'gad.sum_score_base.gad.sum_score_prepan.glmformula' not found
Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_retro.glmformula, : object 'gad.sum_score_base.gad.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_prepan.glmformula, : object 'phq.sum_score_base.phq.sum_score_prepan.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_retro.glmformula, : object 'phq.sum_score_base.phq.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_prepan.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_prepan.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_retro.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_retro.glmformula' not found
###Subset retrospective data by samples
Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_retro.glmformula, : object 'gad.sum_score_base.gad.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_retro.glmformula, : object 'gad.sum_score_base.gad.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_retro.glmformula, : object 'gad.sum_score_base.gad.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_retro.glmformula, : object 'phq.sum_score_base.phq.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_retro.glmformula, : object 'phq.sum_score_base.phq.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_retro.glmformula, : object 'phq.sum_score_base.phq.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_retro.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_retro.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_retro.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_retro.glmformula' not found
Function to create dataframes ready for forest plots from lm models.
Function to create forest plots
Create data frames and plots using functions and models generated above.
Error in summary(lmobject): object 'gad.prepan.lm' not found
Error in summary(lmobject): object 'gad.retro.lm' not found
Error in summary(lmobject): object 'phq.prepan.lm' not found
Error in summary(lmobject): object 'phq.retro.lm' not found
Error in summary(lmobject): object 'pcl.prepan.lm' not found
Error in summary(lmobject): object 'pcl.retro.lm' not found
Error in summary(lmobject): object 'gad.retro.lm.glad' not found
Error in summary(lmobject): object 'gad.retro.lm.nbr' not found
Error in summary(lmobject): object 'gad.retro.lm.ramp' not found
Error in summary(lmobject): object 'phq.retro.lm.glad' not found
Error in summary(lmobject): object 'phq.retro.lm.nbr' not found
Error in summary(lmobject): object 'phq.retro.lm.ramp' not found
Error in summary(lmobject): object 'pcl.retro.lm.glad' not found
Error in summary(lmobject): object 'pcl.retro.lm.nbr' not found
Error in summary(lmobject): object 'pcl.retro.lm.ramp' not found
Error in rbind(gad.prepan.lm.for.plot, phq.prepan.lm.for.plot, pcl.prepan.lm.for.plot): object 'gad.prepan.lm.for.plot' not found
Error in rbind(gad.retro.lm.for.plot, phq.retro.lm.for.plot, pcl.retro.lm.for.plot): object 'gad.retro.lm.for.plot' not found
Error in rbind(gad.prepan.lm.for.plot.timegroup, gad.retro.lm.for.plot.timegroup): object 'gad.prepan.lm.for.plot.timegroup' not found
Error in rbind(phq.prepan.lm.for.plot.timegroup, phq.retro.lm.for.plot.timegroup): object 'phq.prepan.lm.for.plot.timegroup' not found
Error in rbind(pcl.prepan.lm.for.plot.timegroup, pcl.retro.lm.for.plot.timegroup): object 'pcl.prepan.lm.for.plot.timegroup' not found
Error in rbind(gad.retro.lm.for.plot.GLAD, gad.retro.lm.for.plot.NBR, : object 'gad.retro.lm.for.plot.GLAD' not found
Error in rbind(phq.retro.lm.for.plot.GLAD, phq.retro.lm.for.plot.NBR, : object 'phq.retro.lm.for.plot.GLAD' not found
Error in rbind(pcl.retro.lm.for.plot.GLAD, pcl.retro.lm.for.plot.NBR, : object 'pcl.retro.lm.for.plot.GLAD' not found
Forest plots
disorder
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.disorder.prepan' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.disorder.retro' not found
time point
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.time.gad' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.time.phq' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.time.phq' not found
Sample (retrospective only)
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.sample.gad' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.sample.phq' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.sample.pcl' not found